data <- read.csv("Life Expectancy Data.csv")
head(data)
## Country Year Status Life.expectancy Adult.Mortality infant.deaths
## 1 Afghanistan 2015 Developing 65.0 263 62
## 2 Afghanistan 2014 Developing 59.9 271 64
## 3 Afghanistan 2013 Developing 59.9 268 66
## 4 Afghanistan 2012 Developing 59.5 272 69
## 5 Afghanistan 2011 Developing 59.2 275 71
## 6 Afghanistan 2010 Developing 58.8 279 74
## Alcohol percentage.expenditure Hepatitis.B Measles BMI under.five.deaths
## 1 0.01 71.279624 65 1154 19.1 83
## 2 0.01 73.523582 62 492 18.6 86
## 3 0.01 73.219243 64 430 18.1 89
## 4 0.01 78.184215 67 2787 17.6 93
## 5 0.01 7.097109 68 3013 17.2 97
## 6 0.01 79.679367 66 1989 16.7 102
## Polio Total.expenditure Diphtheria HIV.AIDS GDP Population
## 1 6 8.16 65 0.1 584.25921 33736494
## 2 58 8.18 62 0.1 612.69651 327582
## 3 62 8.13 64 0.1 631.74498 31731688
## 4 67 8.52 67 0.1 669.95900 3696958
## 5 68 7.87 68 0.1 63.53723 2978599
## 6 66 9.20 66 0.1 553.32894 2883167
## thinness..1.19.years thinness.5.9.years Income.composition.of.resources
## 1 17.2 17.3 0.479
## 2 17.5 17.5 0.476
## 3 17.7 17.7 0.470
## 4 17.9 18.0 0.463
## 5 18.2 18.2 0.454
## 6 18.4 18.4 0.448
## Schooling
## 1 10.1
## 2 10.0
## 3 9.9
## 4 9.8
## 5 9.5
## 6 9.2
missing_counts <- data.frame(feature = factor(names(data)),
counts=sapply(data, function(x) sum(is.na(x))))
ggplot(missing_counts,
aes(x=counts, y=reorder(feature, -counts), fill=counts)) +
geom_bar(stat="identity") +
ggtitle("Missing Value Counts for each Feature") +
xlab("Missing Count") + ylab("Feature") +
theme(axis.text.x=element_text(angle=20, hjust=1))+
theme(text = element_text(size = 12))+
scale_fill_continuous()
plot(Life.expectancy~Schooling,data=data, main = "Schooling vs. Life Expectancy")
hist(data$Life.expectancy,
xlab = "Life Expectancy",
main = "Distribution of Life Expectancy")
##Filling In Missing Values using imputation
library(missForest)
library(dplyr)
class(data)
## [1] "data.frame"
Need to Drop Country And Year First (Can add them back later)
columns_to_exclude <- c("Year", "Country")
# Select all columns except the ones to exclude
le <- data %>% dplyr::select(-one_of(columns_to_exclude))
Change necessary variables into factors
le$Status <- as.factor(le$Status)
The missForest package is specifically designed for imputing missing data in datasets with mixed types of variables (numeric and categorical). It uses a random forest-based imputation method.
imputed_data <- missForest(le)
imputed_data <- imputed_data$ximp
##Split Data into Training and Testing
set.seed(123)
train_indices <- sample(seq_len(nrow(imputed_data)), size = 0.7 * nrow(imputed_data))
data_train <- imputed_data[train_indices, ]
data_test <- imputed_data[-train_indices, ]
library(corrplot)
columns_to_exclude <- c("Year", "Country","Status")
numericcol <- imputed_data %>% dplyr::select(-one_of(columns_to_exclude))
## Warning: Unknown columns: `Year`, `Country`
M = cor(numericcol)
corrplot(M, method = 'number') # colorful number
#par(mar = c(1, 1, 1, 1)) # Adjust margin to increase space for the plot
# Create a colorful number correlation plot
#corrplot(M, method = 'number', type = 'upper', tl.col = 'black', tl.srt = 45, mar = c(0, 0, 2, 0))
##Gabby EDA Explore Relationship Between Adult Mortality and Life Expectancy (Filled by Status) Looking for general trends between immunizations and life expectancy:
data$Measles <- pmin(data$Measles, 1000)
data$Polio <- pmin(data$Polio, 1000)
plot(Life.expectancy~Hepatitis.B,data=data, main = "Hepatitis B Immunization Among 1-Year-Olds (%) vs. Life Expectancy")
plot(Life.expectancy~Measles,data=data, fill = Status, main = "# Reported Measles cases (per 1000) vs. Life Expectancy")
## Warning in plot.window(...): "fill" is not a graphical parameter
## Warning in plot.xy(xy, type, ...): "fill" is not a graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "fill" is not a
## graphical parameter
## Warning in axis(side = side, at = at, labels = labels, ...): "fill" is not a
## graphical parameter
## Warning in box(...): "fill" is not a graphical parameter
## Warning in title(...): "fill" is not a graphical parameter
plot(Life.expectancy~Polio,data=data, main = "# Reported Polio cases (per 1000) vs. Life Expectancy")
plot(Life.expectancy~Diphtheria,data=data, main = "DTP3 Immunization Among 1-Year-Olds (%) vs. Life Expectancy")
##Emily EDA
# Mortality Group vs. Life Expectancy
# how to plot interaction effects when it's all quantitative variables?
plot(Life.expectancy~Adult.Mortality,data=data, main = "Adult Mortality vs. Life Expectancy")
plot(Life.expectancy~Adult.Mortality,data=data, col = ifelse(data$Status == "Developed", "blue", "red"), main = "Adult Mortality vs. Life Expectancy")
plot(Life.expectancy~Adult.Mortality,data=data, main = "Adult Mortality vs. Life Expectancy (subset)", xlim = c(0, 150))
# a lot of clustered groups in adult mortality
plot(Life.expectancy~infant.deaths,data=data, main = "Infant Deaths vs. Life Expectancy")
plot(Life.expectancy~infant.deaths,data=data, main = "Infant Deaths vs. Life Expectancy (subset)", xlim = c(0,100))
# generally downward slope but more scattered
plot(Life.expectancy~under.five.deaths,data=data, main = "Under 5 Deaths vs. Life Expectancy")
plot(Life.expectancy~under.five.deaths,data=data, main = "Under 5 Deaths vs. Life Expectancy (subset)", xlim = c(0,1000))
# generally downward slope but more scattered
plot(Life.expectancy~HIV.AIDS,data=data, main = "Deaths Caused by HIV/AIDS vs. Life Expectancy")
# countries where income composition = 0
# If the income composition of resources component of the HDI is reported as 0 for a country, it suggests that the country's income is not derived from the specific factors or resources considered in that component of the HDI
adultmortality <- subset(data, Adult.Mortality < 150)
adultmortality
## Country Year Status
## 14 Afghanistan 2002 Developing
## 17 Albania 2015 Developing
## 18 Albania 2014 Developing
## 19 Albania 2013 Developing
## 20 Albania 2012 Developing
## 21 Albania 2011 Developing
## 22 Albania 2010 Developing
## 23 Albania 2009 Developing
## 24 Albania 2008 Developing
## 25 Albania 2007 Developing
## 26 Albania 2006 Developing
## 27 Albania 2005 Developing
## 28 Albania 2004 Developing
## 29 Albania 2003 Developing
## 30 Albania 2002 Developing
## 31 Albania 2001 Developing
## 32 Albania 2000 Developing
## 33 Algeria 2015 Developing
## 34 Algeria 2014 Developing
## 35 Algeria 2013 Developing
## 36 Algeria 2012 Developing
## 37 Algeria 2011 Developing
## 38 Algeria 2010 Developing
## 39 Algeria 2009 Developing
## 40 Algeria 2008 Developing
## 41 Algeria 2007 Developing
## 42 Algeria 2006 Developing
## 43 Algeria 2005 Developing
## 44 Algeria 2004 Developing
## 45 Algeria 2003 Developing
## 46 Algeria 2002 Developing
## 47 Algeria 2001 Developing
## 48 Algeria 2000 Developing
## 63 Angola 2001 Developing
## 64 Angola 2000 Developing
## 65 Antigua and Barbuda 2015 Developing
## 66 Antigua and Barbuda 2014 Developing
## 67 Antigua and Barbuda 2013 Developing
## 68 Antigua and Barbuda 2012 Developing
## 69 Antigua and Barbuda 2011 Developing
## 70 Antigua and Barbuda 2010 Developing
## 71 Antigua and Barbuda 2009 Developing
## 72 Antigua and Barbuda 2008 Developing
## 73 Antigua and Barbuda 2007 Developing
## 74 Antigua and Barbuda 2006 Developing
## 75 Antigua and Barbuda 2005 Developing
## 76 Antigua and Barbuda 2004 Developing
## 81 Argentina 2015 Developing
## 82 Argentina 2014 Developing
## 83 Argentina 2013 Developing
## 84 Argentina 2012 Developing
## 85 Argentina 2011 Developing
## 86 Argentina 2010 Developing
## 87 Argentina 2009 Developing
## 88 Argentina 2008 Developing
## 89 Argentina 2007 Developing
## 90 Argentina 2006 Developing
## 91 Argentina 2005 Developing
## 92 Argentina 2004 Developing
## 93 Argentina 2003 Developing
## 94 Argentina 2002 Developing
## 95 Argentina 2001 Developing
## 96 Argentina 2000 Developing
## 97 Armenia 2015 Developing
## 98 Armenia 2014 Developing
## 99 Armenia 2013 Developing
## 100 Armenia 2012 Developing
## 101 Armenia 2011 Developing
## 102 Armenia 2010 Developing
## 103 Armenia 2009 Developing
## 104 Armenia 2008 Developing
## 105 Armenia 2007 Developing
## 106 Armenia 2006 Developing
## 107 Armenia 2005 Developing
## 108 Armenia 2004 Developing
## 109 Armenia 2003 Developing
## 110 Armenia 2002 Developing
## 111 Armenia 2001 Developing
## 112 Armenia 2000 Developing
## 113 Australia 2015 Developed
## 114 Australia 2014 Developed
## 115 Australia 2013 Developed
## 116 Australia 2012 Developed
## 117 Australia 2011 Developed
## 118 Australia 2010 Developed
## 119 Australia 2009 Developed
## 120 Australia 2008 Developed
## 121 Australia 2007 Developed
## 122 Australia 2006 Developed
## 123 Australia 2005 Developed
## 124 Australia 2004 Developed
## 125 Australia 2003 Developed
## 126 Australia 2002 Developed
## 127 Australia 2001 Developed
## 128 Australia 2000 Developed
## 129 Austria 2015 Developed
## 130 Austria 2014 Developed
## 131 Austria 2013 Developed
## 132 Austria 2012 Developed
## 133 Austria 2011 Developed
## 134 Austria 2010 Developed
## 135 Austria 2009 Developed
## 136 Austria 2008 Developed
## 137 Austria 2007 Developed
## 138 Austria 2006 Developed
## 139 Austria 2005 Developed
## 140 Austria 2004 Developed
## 141 Austria 2003 Developed
## 142 Austria 2002 Developed
## 143 Austria 2001 Developed
## 144 Austria 2000 Developed
## 145 Azerbaijan 2015 Developing
## 146 Azerbaijan 2014 Developing
## 147 Azerbaijan 2013 Developing
## 148 Azerbaijan 2012 Developing
## 149 Azerbaijan 2011 Developing
## 150 Azerbaijan 2010 Developing
## 151 Azerbaijan 2009 Developing
## 152 Azerbaijan 2008 Developing
## 153 Azerbaijan 2007 Developing
## 158 Azerbaijan 2002 Developing
## 160 Azerbaijan 2000 Developing
## 161 Bahamas 2015 Developing
## 162 Bahamas 2014 Developing
## 174 Bahamas 2002 Developing
## 177 Bahrain 2015 Developing
## 178 Bahrain 2014 Developing
## 179 Bahrain 2013 Developing
## 180 Bahrain 2012 Developing
## 181 Bahrain 2011 Developing
## 182 Bahrain 2010 Developing
## 183 Bahrain 2009 Developing
## 184 Bahrain 2008 Developing
## 185 Bahrain 2007 Developing
## 186 Bahrain 2006 Developing
## 187 Bahrain 2005 Developing
## 188 Bahrain 2004 Developing
## 189 Bahrain 2003 Developing
## 190 Bahrain 2002 Developing
## 191 Bahrain 2001 Developing
## 192 Bahrain 2000 Developing
## 193 Bangladesh 2015 Developing
## 194 Bangladesh 2014 Developing
## 195 Bangladesh 2013 Developing
## 196 Bangladesh 2012 Developing
## 197 Bangladesh 2011 Developing
## 198 Bangladesh 2010 Developing
## 199 Bangladesh 2009 Developing
## 200 Bangladesh 2008 Developing
## 209 Barbados 2015 Developing
## 210 Barbados 2014 Developing
## 211 Barbados 2013 Developing
## 212 Barbados 2012 Developing
## 213 Barbados 2011 Developing
## 214 Barbados 2010 Developing
## 215 Barbados 2009 Developing
## 216 Barbados 2008 Developing
## 217 Barbados 2007 Developing
## 218 Barbados 2006 Developing
## 219 Barbados 2005 Developing
## 220 Barbados 2004 Developing
## 221 Barbados 2003 Developing
## 222 Barbados 2002 Developing
## 223 Barbados 2001 Developing
## 224 Barbados 2000 Developing
## 227 Belarus 2013 Developing
## 241 Belgium 2015 Developed
## 242 Belgium 2014 Developed
## 243 Belgium 2013 Developed
## 244 Belgium 2012 Developed
## 245 Belgium 2011 Developed
## 246 Belgium 2010 Developed
## 247 Belgium 2009 Developed
## 248 Belgium 2008 Developed
## 249 Belgium 2007 Developed
## 250 Belgium 2006 Developed
## 251 Belgium 2005 Developed
## 252 Belgium 2004 Developed
## 253 Belgium 2003 Developed
## 254 Belgium 2002 Developed
## 255 Belgium 2001 Developed
## 256 Belgium 2000 Developed
## 259 Belize 2013 Developing
## 269 Belize 2003 Developing
## 271 Belize 2001 Developing
## 303 Bhutan 2001 Developing
## 310 Bolivia (Plurinational State of) 2010 Developing
## 311 Bolivia (Plurinational State of) 2009 Developing
## 317 Bolivia (Plurinational State of) 2003 Developing
## 321 Bosnia and Herzegovina 2015 Developing
## 322 Bosnia and Herzegovina 2014 Developing
## 323 Bosnia and Herzegovina 2013 Developing
## 324 Bosnia and Herzegovina 2012 Developing
## 325 Bosnia and Herzegovina 2011 Developing
## 326 Bosnia and Herzegovina 2010 Developing
## 327 Bosnia and Herzegovina 2009 Developing
## 328 Bosnia and Herzegovina 2008 Developing
## 329 Bosnia and Herzegovina 2007 Developing
## 330 Bosnia and Herzegovina 2006 Developing
## 331 Bosnia and Herzegovina 2005 Developing
## 332 Bosnia and Herzegovina 2004 Developing
## 333 Bosnia and Herzegovina 2003 Developing
## 334 Bosnia and Herzegovina 2002 Developing
## 335 Bosnia and Herzegovina 2001 Developing
## 336 Bosnia and Herzegovina 2000 Developing
## 340 Botswana 2012 Developing
## 353 Brazil 2015 Developing
## 354 Brazil 2014 Developing
## 355 Brazil 2013 Developing
## 356 Brazil 2012 Developing
## 364 Brazil 2004 Developing
## 369 Brunei Darussalam 2015 Developing
## 370 Brunei Darussalam 2014 Developing
## 371 Brunei Darussalam 2013 Developing
## 372 Brunei Darussalam 2012 Developing
## 373 Brunei Darussalam 2011 Developing
## 374 Brunei Darussalam 2010 Developing
## 375 Brunei Darussalam 2009 Developing
## 376 Brunei Darussalam 2008 Developing
## 377 Brunei Darussalam 2007 Developing
## 378 Brunei Darussalam 2006 Developing
## 379 Brunei Darussalam 2005 Developing
## 380 Brunei Darussalam 2004 Developing
## 381 Brunei Darussalam 2003 Developing
## 382 Brunei Darussalam 2002 Developing
## 383 Brunei Darussalam 2001 Developing
## 384 Brunei Darussalam 2000 Developing
## 385 Bulgaria 2015 Developed
## 386 Bulgaria 2014 Developed
## 387 Bulgaria 2013 Developed
## 388 Bulgaria 2012 Developed
## 389 Bulgaria 2011 Developed
## 390 Bulgaria 2010 Developed
## 395 Bulgaria 2005 Developed
## 399 Bulgaria 2001 Developed
## 401 Burkina Faso 2015 Developing
## 403 Burkina Faso 2013 Developing
## 410 Burkina Faso 2006 Developing
## 419 Burundi 2013 Developing
## 422 Burundi 2010 Developing
## 424 Burundi 2008 Developing
## 434 Côte d'Ivoire 2014 Developing
## 449 Cabo Verde 2015 Developing
## 450 Cabo Verde 2014 Developing
## 451 Cabo Verde 2013 Developing
## 452 Cabo Verde 2012 Developing
## 453 Cabo Verde 2011 Developing
## 454 Cabo Verde 2010 Developing
## 455 Cabo Verde 2009 Developing
## 456 Cabo Verde 2008 Developing
## 457 Cabo Verde 2007 Developing
## 458 Cabo Verde 2006 Developing
## 459 Cabo Verde 2005 Developing
## 460 Cabo Verde 2004 Developing
## 461 Cabo Verde 2003 Developing
## 462 Cabo Verde 2002 Developing
## 469 Cambodia 2011 Developing
## 473 Cambodia 2007 Developing
## 486 Cameroon 2010 Developing
## 491 Cameroon 2005 Developing
## 494 Cameroon 2002 Developing
## 495 Cameroon 2001 Developing
## 497 Canada 2015 Developing
## 498 Canada 2014 Developing
## 499 Canada 2013 Developing
## 500 Canada 2012 Developing
## 501 Canada 2011 Developing
## 502 Canada 2010 Developing
## 503 Canada 2009 Developing
## 504 Canada 2008 Developing
## 505 Canada 2007 Developing
## 506 Canada 2006 Developing
## 507 Canada 2005 Developing
## 508 Canada 2004 Developing
## 509 Canada 2003 Developing
## 510 Canada 2002 Developing
## 511 Canada 2001 Developing
## 512 Canada 2000 Developing
## 522 Central African Republic 2006 Developing
## 525 Central African Republic 2003 Developing
## 526 Central African Republic 2002 Developing
## 527 Central African Republic 2001 Developing
## 528 Central African Republic 2000 Developing
## 535 Chad 2009 Developing
## 539 Chad 2005 Developing
## 540 Chad 2004 Developing
## 541 Chad 2003 Developing
## 542 Chad 2002 Developing
## 543 Chad 2001 Developing
## 544 Chad 2000 Developing
## 545 Chile 2015 Developing
## 546 Chile 2014 Developing
## 547 Chile 2013 Developing
## 548 Chile 2012 Developing
## 549 Chile 2011 Developing
## 550 Chile 2010 Developing
## 551 Chile 2009 Developing
## 552 Chile 2008 Developing
## 553 Chile 2007 Developing
## 554 Chile 2006 Developing
## 555 Chile 2005 Developing
## 556 Chile 2004 Developing
## 557 Chile 2003 Developing
## 558 Chile 2002 Developing
## 559 Chile 2001 Developing
## 560 Chile 2000 Developing
## 561 China 2015 Developing
## 562 China 2014 Developing
## 563 China 2013 Developing
## 564 China 2012 Developing
## 565 China 2011 Developing
## 566 China 2010 Developing
## 567 China 2009 Developing
## 568 China 2008 Developing
## 569 China 2007 Developing
## 570 China 2006 Developing
## 571 China 2005 Developing
## 572 China 2004 Developing
## 573 China 2003 Developing
## 574 China 2002 Developing
## 575 China 2001 Developing
## 576 China 2000 Developing
## 577 Colombia 2015 Developing
## 578 Colombia 2014 Developing
## 579 Colombia 2013 Developing
## 580 Colombia 2012 Developing
## 581 Colombia 2011 Developing
## 582 Colombia 2010 Developing
## 583 Colombia 2009 Developing
## 584 Colombia 2008 Developing
## 585 Colombia 2007 Developing
## 586 Colombia 2006 Developing
## 587 Colombia 2005 Developing
## 588 Colombia 2004 Developing
## 589 Colombia 2003 Developing
## 594 Comoros 2014 Developing
## 620 Congo 2004 Developing
## 626 Costa Rica 2015 Developing
## 627 Costa Rica 2014 Developing
## 628 Costa Rica 2013 Developing
## 629 Costa Rica 2012 Developing
## 630 Costa Rica 2011 Developing
## 631 Costa Rica 2010 Developing
## 632 Costa Rica 2009 Developing
## 633 Costa Rica 2008 Developing
## 634 Costa Rica 2007 Developing
## 635 Costa Rica 2006 Developing
## 636 Costa Rica 2005 Developing
## 637 Costa Rica 2004 Developing
## 638 Costa Rica 2003 Developing
## 639 Costa Rica 2002 Developing
## 640 Costa Rica 2001 Developing
## 641 Costa Rica 2000 Developing
## 642 Croatia 2015 Developed
## 643 Croatia 2014 Developed
## 644 Croatia 2013 Developed
## 645 Croatia 2012 Developed
## 646 Croatia 2011 Developed
## 647 Croatia 2010 Developed
## 648 Croatia 2009 Developed
## 649 Croatia 2008 Developed
## 650 Croatia 2007 Developed
## 651 Croatia 2006 Developed
## 652 Croatia 2005 Developed
## 653 Croatia 2004 Developed
## 654 Croatia 2003 Developed
## 655 Croatia 2002 Developed
## 656 Croatia 2001 Developed
## 657 Croatia 2000 Developed
## 658 Cuba 2015 Developing
## 659 Cuba 2014 Developing
## 660 Cuba 2013 Developing
## 661 Cuba 2012 Developing
## 662 Cuba 2011 Developing
## 663 Cuba 2010 Developing
## 664 Cuba 2009 Developing
## 665 Cuba 2008 Developing
## 666 Cuba 2007 Developing
## 667 Cuba 2006 Developing
## 668 Cuba 2005 Developing
## 669 Cuba 2004 Developing
## 670 Cuba 2003 Developing
## 671 Cuba 2002 Developing
## 672 Cuba 2001 Developing
## 673 Cuba 2000 Developing
## 674 Cyprus 2015 Developed
## 675 Cyprus 2014 Developed
## 676 Cyprus 2013 Developed
## 677 Cyprus 2012 Developed
## 678 Cyprus 2011 Developed
## 679 Cyprus 2010 Developed
## 680 Cyprus 2009 Developed
## 681 Cyprus 2008 Developed
## 682 Cyprus 2007 Developed
## 683 Cyprus 2006 Developed
## 684 Cyprus 2005 Developed
## 685 Cyprus 2004 Developed
## 686 Cyprus 2003 Developed
## 687 Cyprus 2002 Developed
## 688 Cyprus 2001 Developed
## 689 Cyprus 2000 Developed
## 690 Czechia 2015 Developed
## 691 Czechia 2014 Developed
## 692 Czechia 2013 Developed
## 693 Czechia 2012 Developed
## 694 Czechia 2011 Developed
## 695 Czechia 2010 Developed
## 696 Czechia 2009 Developed
## 697 Czechia 2008 Developed
## 698 Czechia 2007 Developed
## 699 Czechia 2006 Developed
## 700 Czechia 2005 Developed
## 701 Czechia 2004 Developed
## 702 Czechia 2003 Developed
## 703 Czechia 2002 Developed
## 704 Czechia 2001 Developed
## 705 Czechia 2000 Developed
## 706 Democratic People's Republic of Korea 2015 Developing
## 707 Democratic People's Republic of Korea 2014 Developing
## 708 Democratic People's Republic of Korea 2013 Developing
## 709 Democratic People's Republic of Korea 2012 Developing
## 731 Democratic Republic of the Congo 2006 Developing
## 736 Democratic Republic of the Congo 2001 Developing
## 738 Denmark 2015 Developed
## 739 Denmark 2014 Developed
## 740 Denmark 2013 Developed
## 741 Denmark 2012 Developed
## 742 Denmark 2011 Developed
## 743 Denmark 2010 Developed
## 744 Denmark 2009 Developed
## 745 Denmark 2008 Developed
## 746 Denmark 2007 Developed
## 747 Denmark 2006 Developed
## 748 Denmark 2005 Developed
## 749 Denmark 2004 Developed
## 750 Denmark 2003 Developed
## 751 Denmark 2002 Developed
## 752 Denmark 2001 Developed
## 753 Denmark 2000 Developed
## 763 Djibouti 2006 Developing
## 775 Dominican Republic 2011 Developing
## 781 Dominican Republic 2005 Developing
## 783 Dominican Republic 2003 Developing
## 787 Ecuador 2015 Developing
## 788 Ecuador 2014 Developing
## 789 Ecuador 2013 Developing
## 790 Ecuador 2012 Developing
## 791 Ecuador 2011 Developing
## 792 Ecuador 2010 Developing
## 793 Ecuador 2009 Developing
## 794 Ecuador 2008 Developing
## 795 Ecuador 2007 Developing
## 796 Ecuador 2006 Developing
## 798 Ecuador 2004 Developing
## 825 El Salvador 2009 Developing
## 827 El Salvador 2007 Developing
## 831 El Salvador 2003 Developing
## 832 El Salvador 2002 Developing
## 835 Equatorial Guinea 2015 Developing
## 836 Equatorial Guinea 2014 Developing
## 841 Equatorial Guinea 2009 Developing
## 861 Eritrea 2005 Developing
## 867 Estonia 2015 Developing
## 868 Estonia 2014 Developing
## 869 Estonia 2013 Developing
## 870 Estonia 2012 Developing
## 871 Estonia 2011 Developing
## 872 Estonia 2010 Developing
## 891 Ethiopia 2007 Developing
## 900 Fiji 2014 Developing
## 904 Fiji 2010 Developing
## 905 Fiji 2009 Developing
## 906 Fiji 2008 Developing
## 907 Fiji 2007 Developing
## 911 Fiji 2003 Developing
## 912 Fiji 2002 Developing
## 915 Finland 2015 Developing
## 916 Finland 2014 Developing
## 917 Finland 2013 Developing
## 918 Finland 2012 Developing
## 919 Finland 2011 Developing
## 920 Finland 2010 Developing
## 921 Finland 2009 Developing
## 922 Finland 2008 Developing
## 923 Finland 2007 Developing
## 924 Finland 2006 Developing
## 925 Finland 2005 Developing
## 926 Finland 2004 Developing
## 927 Finland 2003 Developing
## 928 Finland 2002 Developing
## 929 Finland 2001 Developing
## 930 Finland 2000 Developing
## 931 France 2015 Developing
## 932 France 2014 Developing
## 933 France 2013 Developing
## 934 France 2012 Developing
## 935 France 2011 Developing
## 936 France 2010 Developing
## 937 France 2009 Developing
## 938 France 2008 Developing
## 939 France 2007 Developing
## 940 France 2006 Developing
## 941 France 2005 Developing
## 942 France 2004 Developing
## 943 France 2003 Developing
## 944 France 2002 Developing
## 945 France 2001 Developing
## 946 France 2000 Developing
## 953 Gabon 2009 Developing
## 957 Gabon 2005 Developing
## 959 Gabon 2003 Developing
## 961 Gabon 2001 Developing
## 977 Gambia 2001 Developing
## 978 Gambia 2000 Developing
## 979 Georgia 2015 Developing
## 980 Georgia 2014 Developing
## 981 Georgia 2013 Developing
## 982 Georgia 2012 Developing
## 983 Georgia 2011 Developing
## 984 Georgia 2010 Developing
## 985 Georgia 2009 Developing
## 986 Georgia 2008 Developing
## 987 Georgia 2007 Developing
## 988 Georgia 2006 Developing
## 989 Georgia 2005 Developing
## 990 Georgia 2004 Developing
## 991 Georgia 2003 Developing
## 992 Georgia 2002 Developing
## 993 Georgia 2001 Developing
## 994 Georgia 2000 Developing
## 995 Germany 2015 Developed
## 996 Germany 2014 Developed
## 997 Germany 2013 Developed
## 998 Germany 2012 Developed
## 999 Germany 2011 Developed
## 1000 Germany 2010 Developed
## 1001 Germany 2009 Developed
## 1002 Germany 2008 Developed
## 1003 Germany 2007 Developed
## 1004 Germany 2006 Developed
## 1005 Germany 2005 Developed
## 1006 Germany 2004 Developed
## 1007 Germany 2003 Developed
## 1008 Germany 2002 Developed
## 1009 Germany 2001 Developed
## 1010 Germany 2000 Developed
## 1019 Ghana 2007 Developing
## 1022 Ghana 2004 Developing
## 1023 Ghana 2003 Developing
## 1024 Ghana 2002 Developing
## 1025 Ghana 2001 Developing
## 1026 Ghana 2000 Developing
## 1027 Greece 2015 Developing
## 1028 Greece 2014 Developing
## 1029 Greece 2013 Developing
## 1030 Greece 2012 Developing
## 1031 Greece 2011 Developing
## 1032 Greece 2010 Developing
## 1033 Greece 2009 Developing
## 1034 Greece 2008 Developing
## 1035 Greece 2007 Developing
## 1036 Greece 2006 Developing
## 1037 Greece 2005 Developing
## 1038 Greece 2004 Developing
## 1039 Greece 2003 Developing
## 1040 Greece 2002 Developing
## 1041 Greece 2001 Developing
## 1042 Greece 2000 Developing
## 1043 Grenada 2015 Developing
## 1044 Grenada 2014 Developing
## 1045 Grenada 2013 Developing
## 1046 Grenada 2012 Developing
## 1047 Grenada 2011 Developing
## 1066 Guatemala 2008 Developing
## 1068 Guatemala 2006 Developing
## 1069 Guatemala 2005 Developing
## 1070 Guatemala 2004 Developing
## 1071 Guatemala 2003 Developing
## 1072 Guatemala 2002 Developing
## 1079 Guinea 2011 Developing
## 1082 Guinea 2008 Developing
## 1083 Guinea 2007 Developing
## 1099 Guinea-Bissau 2007 Developing
## 1100 Guinea-Bissau 2006 Developing
## 1101 Guinea-Bissau 2005 Developing
## 1102 Guinea-Bissau 2004 Developing
## 1103 Guinea-Bissau 2003 Developing
## 1104 Guinea-Bissau 2002 Developing
## 1105 Guinea-Bissau 2001 Developing
## 1106 Guinea-Bissau 2000 Developing
## 1110 Guyana 2012 Developing
## 1116 Guyana 2006 Developing
## 1123 Haiti 2015 Developing
## 1132 Haiti 2006 Developing
## 1133 Haiti 2005 Developing
## 1134 Haiti 2004 Developing
## 1135 Haiti 2003 Developing
## 1136 Haiti 2002 Developing
## 1137 Haiti 2001 Developing
## 1138 Haiti 2000 Developing
## 1139 Honduras 2015 Developing
## 1140 Honduras 2014 Developing
## 1141 Honduras 2013 Developing
## 1147 Honduras 2007 Developing
## 1155 Hungary 2015 Developed
## 1156 Hungary 2014 Developed
## 1157 Hungary 2013 Developed
## 1158 Hungary 2012 Developed
## 1159 Hungary 2011 Developed
## 1166 Hungary 2004 Developed
## 1171 Iceland 2015 Developed
## 1172 Iceland 2014 Developed
## 1173 Iceland 2013 Developed
## 1174 Iceland 2012 Developed
## 1175 Iceland 2011 Developed
## 1176 Iceland 2010 Developed
## 1177 Iceland 2009 Developed
## 1178 Iceland 2008 Developed
## 1179 Iceland 2007 Developed
## 1180 Iceland 2006 Developed
## 1181 Iceland 2005 Developed
## 1182 Iceland 2004 Developed
## 1183 Iceland 2003 Developed
## 1184 Iceland 2002 Developed
## 1185 Iceland 2001 Developed
## 1186 Iceland 2000 Developed
## 1190 India 2012 Developing
## 1193 India 2009 Developing
## 1194 India 2008 Developing
## 1195 India 2007 Developing
## 1196 India 2006 Developing
## 1211 Indonesia 2007 Developing
## 1213 Indonesia 2005 Developing
## 1219 Iran (Islamic Republic of) 2015 Developing
## 1220 Iran (Islamic Republic of) 2014 Developing
## 1221 Iran (Islamic Republic of) 2013 Developing
## 1222 Iran (Islamic Republic of) 2012 Developing
## 1223 Iran (Islamic Republic of) 2011 Developing
## 1224 Iran (Islamic Republic of) 2010 Developing
## 1225 Iran (Islamic Republic of) 2009 Developing
## 1226 Iran (Islamic Republic of) 2008 Developing
## 1227 Iran (Islamic Republic of) 2007 Developing
## 1228 Iran (Islamic Republic of) 2006 Developing
## 1229 Iran (Islamic Republic of) 2005 Developing
## 1230 Iran (Islamic Republic of) 2004 Developing
## 1232 Iran (Islamic Republic of) 2002 Developing
## 1233 Iran (Islamic Republic of) 2001 Developing
## 1234 Iran (Islamic Republic of) 2000 Developing
## 1237 Iraq 2013 Developing
## 1238 Iraq 2012 Developing
## 1239 Iraq 2011 Developing
## 1240 Iraq 2010 Developing
## 1241 Iraq 2009 Developing
## 1245 Iraq 2005 Developing
## 1246 Iraq 2004 Developing
## 1248 Iraq 2002 Developing
## 1249 Iraq 2001 Developing
## 1250 Iraq 2000 Developing
## 1251 Ireland 2015 Developed
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## 1255 Ireland 2011 Developed
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## 1267 Israel 2015 Developing
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## 1283 Italy 2015 Developed
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## 1299 Jamaica 2015 Developing
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## 1315 Japan 2015 Developed
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## 1331 Jordan 2015 Developing
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## 1340 Jordan 2006 Developing
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## 1348 Kazakhstan 2014 Developing
## 1349 Kazakhstan 2013 Developing
## 1380 Kiribati 2014 Developing
## 1381 Kiribati 2013 Developing
## 1382 Kiribati 2012 Developing
## 1383 Kiribati 2011 Developing
## 1384 Kiribati 2010 Developing
## 1385 Kiribati 2009 Developing
## 1386 Kiribati 2008 Developing
## 1395 Kuwait 2015 Developing
## 1396 Kuwait 2014 Developing
## 1397 Kuwait 2013 Developing
## 1398 Kuwait 2012 Developing
## 1399 Kuwait 2011 Developing
## 1400 Kuwait 2010 Developing
## 1401 Kuwait 2009 Developing
## 1402 Kuwait 2008 Developing
## 1403 Kuwait 2007 Developing
## 1404 Kuwait 2006 Developing
## 1405 Kuwait 2005 Developing
## 1406 Kuwait 2004 Developing
## 1407 Kuwait 2003 Developing
## 1408 Kuwait 2002 Developing
## 1409 Kuwait 2001 Developing
## 1410 Kuwait 2000 Developing
## 1412 Kyrgyzstan 2014 Developing
## 1414 Kyrgyzstan 2012 Developing
## 1417 Kyrgyzstan 2009 Developing
## 1429 Lao People's Democratic Republic 2013 Developing
## 1430 Lao People's Democratic Republic 2012 Developing
## 1436 Lao People's Democratic Republic 2006 Developing
## 1448 Latvia 2010 Developed
## 1454 Latvia 2004 Developed
## 1455 Latvia 2003 Developed
## 1459 Lebanon 2015 Developing
## 1460 Lebanon 2014 Developing
## 1461 Lebanon 2013 Developing
## 1462 Lebanon 2012 Developing
## 1463 Lebanon 2011 Developing
## 1464 Lebanon 2010 Developing
## 1465 Lebanon 2009 Developing
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## 1468 Lebanon 2006 Developing
## 1469 Lebanon 2005 Developing
## 1470 Lebanon 2004 Developing
## 1471 Lebanon 2003 Developing
## 1472 Lebanon 2002 Developing
## 1473 Lebanon 2001 Developing
## 1474 Lebanon 2000 Developing
## 1479 Lesotho 2011 Developing
## 1500 Liberia 2006 Developing
## 1503 Liberia 2003 Developing
## 1506 Liberia 2000 Developing
## 1507 Libya 2015 Developing
## 1508 Libya 2014 Developing
## 1509 Libya 2013 Developing
## 1510 Libya 2012 Developing
## 1512 Libya 2010 Developing
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## 1522 Libya 2000 Developing
## 1527 Lithuania 2011 Developed
## 1531 Lithuania 2007 Developed
## 1534 Lithuania 2004 Developed
## 1535 Lithuania 2003 Developed
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## 1539 Luxembourg 2015 Developed
## 1540 Luxembourg 2014 Developed
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## 1544 Luxembourg 2010 Developed
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## 1555 Madagascar 2015 Developing
## 1557 Madagascar 2013 Developing
## 1574 Malawi 2012 Developing
## 1581 Malawi 2005 Developing
## 1584 Malawi 2002 Developing
## 1587 Malaysia 2015 Developing
## 1588 Malaysia 2014 Developing
## 1589 Malaysia 2013 Developing
## 1590 Malaysia 2012 Developing
## 1591 Malaysia 2011 Developing
## 1592 Malaysia 2010 Developing
## 1593 Malaysia 2009 Developing
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## 1595 Malaysia 2007 Developing
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## 1598 Malaysia 2004 Developing
## 1599 Malaysia 2003 Developing
## 1600 Malaysia 2002 Developing
## 1601 Malaysia 2001 Developing
## 1602 Malaysia 2000 Developing
## 1603 Maldives 2015 Developing
## 1604 Maldives 2014 Developing
## 1605 Maldives 2013 Developing
## 1606 Maldives 2012 Developing
## 1607 Maldives 2011 Developing
## 1608 Maldives 2010 Developing
## 1609 Maldives 2009 Developing
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## 1622 Mali 2012 Developing
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## 1636 Malta 2014 Developed
## 1637 Malta 2013 Developed
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## 1652 Mauritania 2015 Developing
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## 1655 Mauritania 2012 Developing
## 1667 Mauritania 2000 Developing
## 1668 Mauritius 2015 Developing
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## 1670 Mauritius 2013 Developing
## 1684 Mexico 2015 Developing
## 1685 Mexico 2014 Developing
## 1686 Mexico 2013 Developing
## 1687 Mexico 2012 Developing
## 1688 Mexico 2011 Developing
## 1689 Mexico 2010 Developing
## 1690 Mexico 2009 Developing
## 1691 Mexico 2008 Developing
## 1692 Mexico 2007 Developing
## 1693 Mexico 2006 Developing
## 1694 Mexico 2005 Developing
## 1695 Mexico 2004 Developing
## 1696 Mexico 2003 Developing
## 1697 Mexico 2002 Developing
## 1698 Mexico 2001 Developing
## 1699 Mexico 2000 Developing
## 1712 Micronesia (Federated States of) 2003 Developing
## 1713 Micronesia (Federated States of) 2002 Developing
## 1722 Mongolia 2010 Developing
## 1725 Mongolia 2007 Developing
## 1733 Montenegro 2015 Developing
## 1734 Montenegro 2014 Developing
## 1735 Montenegro 2013 Developing
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## 1737 Montenegro 2011 Developing
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## 1749 Morocco 2015 Developing
## 1750 Morocco 2014 Developing
## 1751 Morocco 2013 Developing
## 1752 Morocco 2012 Developing
## 1753 Morocco 2011 Developing
## 1754 Morocco 2010 Developing
## 1755 Morocco 2009 Developing
## 1756 Morocco 2008 Developing
## 1757 Morocco 2007 Developing
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## 1767 Mozambique 2013 Developing
## 1768 Mozambique 2012 Developing
## 1769 Mozambique 2011 Developing
## 1770 Mozambique 2010 Developing
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## 1779 Mozambique 2001 Developing
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## 1782 Myanmar 2014 Developing
## 1783 Myanmar 2013 Developing
## 1784 Myanmar 2012 Developing
## 1785 Myanmar 2011 Developing
## 1786 Myanmar 2010 Developing
## 1790 Myanmar 2006 Developing
## 1803 Namibia 2009 Developing
## 1812 Namibia 2000 Developing
## 1823 Nepal 2006 Developing
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## 1826 Nepal 2003 Developing
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## 1830 Netherlands 2015 Developed
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## 1840 Netherlands 2005 Developed
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## 1846 New Zealand 2015 Developed
## 1847 New Zealand 2014 Developed
## 1848 New Zealand 2013 Developed
## 1849 New Zealand 2012 Developed
## 1850 New Zealand 2011 Developed
## 1851 New Zealand 2010 Developed
## 1852 New Zealand 2009 Developed
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## 1859 New Zealand 2002 Developed
## 1860 New Zealand 2001 Developed
## 1861 New Zealand 2000 Developed
## 1862 Nicaragua 2015 Developing
## 1863 Nicaragua 2014 Developing
## 1866 Nicaragua 2011 Developing
## 1871 Nicaragua 2006 Developing
## 1878 Niger 2015 Developing
## 1890 Niger 2003 Developing
## 1904 Nigeria 2005 Developing
## 1905 Nigeria 2004 Developing
## 1906 Nigeria 2003 Developing
## 1907 Nigeria 2002 Developing
## 1908 Nigeria 2001 Developing
## 1909 Nigeria 2000 Developing
## 1911 Norway 2015 Developed
## 1912 Norway 2014 Developed
## 1913 Norway 2013 Developed
## 1914 Norway 2012 Developed
## 1915 Norway 2011 Developed
## 1916 Norway 2010 Developed
## 1917 Norway 2009 Developed
## 1918 Norway 2008 Developed
## 1919 Norway 2007 Developed
## 1920 Norway 2006 Developed
## 1921 Norway 2005 Developed
## 1922 Norway 2004 Developed
## 1923 Norway 2003 Developed
## 1924 Norway 2002 Developed
## 1925 Norway 2001 Developed
## 1926 Norway 2000 Developed
## 1927 Oman 2015 Developing
## 1928 Oman 2014 Developing
## 1929 Oman 2013 Developing
## 1930 Oman 2012 Developing
## 1931 Oman 2011 Developing
## 1932 Oman 2010 Developing
## 1933 Oman 2009 Developing
## 1934 Oman 2008 Developing
## 1935 Oman 2007 Developing
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## 1937 Oman 2005 Developing
## 1938 Oman 2004 Developing
## 1939 Oman 2003 Developing
## 1940 Oman 2002 Developing
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## 1942 Oman 2000 Developing
## 1953 Pakistan 2005 Developing
## 1958 Pakistan 2000 Developing
## 1960 Panama 2015 Developing
## 1961 Panama 2014 Developing
## 1962 Panama 2013 Developing
## 1963 Panama 2012 Developing
## 1964 Panama 2011 Developing
## 1965 Panama 2010 Developing
## 1966 Panama 2009 Developing
## 1967 Panama 2008 Developing
## 1968 Panama 2007 Developing
## 1969 Panama 2006 Developing
## 1970 Panama 2005 Developing
## 1971 Panama 2004 Developing
## 1972 Panama 2003 Developing
## 1973 Panama 2002 Developing
## 1974 Panama 2001 Developing
## 1975 Panama 2000 Developing
## 1983 Papua New Guinea 2008 Developing
## 1986 Papua New Guinea 2005 Developing
## 1992 Paraguay 2015 Developing
## 1993 Paraguay 2014 Developing
## 1994 Paraguay 2013 Developing
## 1995 Paraguay 2012 Developing
## 1996 Paraguay 2011 Developing
## 2006 Paraguay 2001 Developing
## 2008 Peru 2015 Developing
## 2009 Peru 2014 Developing
## 2010 Peru 2013 Developing
## 2011 Peru 2012 Developing
## 2012 Peru 2011 Developing
## 2013 Peru 2010 Developing
## 2014 Peru 2009 Developing
## 2015 Peru 2008 Developing
## 2016 Peru 2007 Developing
## 2017 Peru 2006 Developing
## 2018 Peru 2005 Developing
## 2021 Peru 2002 Developing
## 2022 Peru 2001 Developing
## 2040 Poland 2015 Developed
## 2041 Poland 2014 Developed
## 2042 Poland 2013 Developed
## 2043 Poland 2012 Developed
## 2044 Poland 2011 Developed
## 2045 Poland 2010 Developed
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## 2054 Poland 2001 Developed
## 2056 Portugal 2015 Developed
## 2057 Portugal 2014 Developed
## 2058 Portugal 2013 Developed
## 2059 Portugal 2012 Developed
## 2060 Portugal 2011 Developed
## 2061 Portugal 2010 Developed
## 2062 Portugal 2009 Developed
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## 2069 Portugal 2002 Developed
## 2070 Portugal 2001 Developed
## 2071 Portugal 2000 Developed
## 2072 Qatar 2015 Developing
## 2073 Qatar 2014 Developing
## 2074 Qatar 2013 Developing
## 2075 Qatar 2012 Developing
## 2076 Qatar 2011 Developing
## 2077 Qatar 2010 Developing
## 2078 Qatar 2009 Developing
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## 2080 Qatar 2007 Developing
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## 2087 Qatar 2000 Developing
## 2088 Republic of Korea 2015 Developing
## 2089 Republic of Korea 2014 Developing
## 2090 Republic of Korea 2013 Developing
## 2091 Republic of Korea 2012 Developing
## 2092 Republic of Korea 2011 Developing
## 2093 Republic of Korea 2010 Developing
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## 2120 Romania 2015 Developed
## 2121 Romania 2014 Developed
## 2122 Romania 2013 Developed
## 2123 Romania 2012 Developed
## 2124 Romania 2011 Developed
## 2145 Russian Federation 2006 Developing
## 2150 Russian Federation 2001 Developing
## 2151 Russian Federation 2000 Developing
## 2153 Rwanda 2014 Developing
## 2157 Rwanda 2010 Developing
## 2162 Rwanda 2005 Developing
## 2164 Rwanda 2003 Developing
## 2169 Saint Lucia 2015 Developing
## 2170 Saint Lucia 2014 Developing
## 2171 Saint Lucia 2013 Developing
## 2172 Saint Lucia 2012 Developing
## 2173 Saint Lucia 2011 Developing
## 2174 Saint Lucia 2010 Developing
## 2175 Saint Lucia 2009 Developing
## 2176 Saint Lucia 2008 Developing
## 2179 Saint Lucia 2005 Developing
## 2189 Saint Vincent and the Grenadines 2011 Developing
## 2193 Saint Vincent and the Grenadines 2007 Developing
## 2201 Samoa 2015 Developing
## 2202 Samoa 2014 Developing
## 2203 Samoa 2013 Developing
## 2204 Samoa 2012 Developing
## 2205 Samoa 2011 Developing
## 2206 Samoa 2010 Developing
## 2208 Samoa 2008 Developing
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## 2211 Samoa 2005 Developing
## 2216 Samoa 2000 Developing
## 2218 Sao Tome and Principe 2015 Developing
## 2223 Sao Tome and Principe 2010 Developing
## 2224 Sao Tome and Principe 2009 Developing
## 2227 Sao Tome and Principe 2006 Developing
## 2234 Saudi Arabia 2015 Developing
## 2235 Saudi Arabia 2014 Developing
## 2236 Saudi Arabia 2013 Developing
## 2237 Saudi Arabia 2012 Developing
## 2238 Saudi Arabia 2011 Developing
## 2239 Saudi Arabia 2010 Developing
## 2240 Saudi Arabia 2009 Developing
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## 2249 Saudi Arabia 2000 Developing
## 2253 Senegal 2012 Developing
## 2254 Senegal 2011 Developing
## 2258 Senegal 2007 Developing
## 2265 Senegal 2000 Developing
## 2266 Serbia 2015 Developing
## 2267 Serbia 2014 Developing
## 2268 Serbia 2013 Developing
## 2269 Serbia 2012 Developing
## 2270 Serbia 2011 Developing
## 2271 Serbia 2010 Developing
## 2272 Serbia 2009 Developing
## 2273 Serbia 2008 Developing
## 2274 Serbia 2007 Developing
## 2275 Serbia 2006 Developing
## 2276 Serbia 2005 Developing
## 2277 Serbia 2004 Developing
## 2278 Serbia 2003 Developing
## 2279 Serbia 2002 Developing
## 2280 Serbia 2001 Developing
## 2281 Serbia 2000 Developing
## 2283 Seychelles 2014 Developing
## 2287 Seychelles 2010 Developing
## 2300 Sierra Leone 2013 Developing
## 2306 Sierra Leone 2007 Developing
## 2308 Sierra Leone 2005 Developing
## 2310 Sierra Leone 2003 Developing
## 2314 Singapore 2015 Developed
## 2315 Singapore 2014 Developed
## 2316 Singapore 2013 Developed
## 2317 Singapore 2012 Developed
## 2318 Singapore 2011 Developed
## 2319 Singapore 2010 Developed
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## 2330 Slovakia 2015 Developed
## 2331 Slovakia 2014 Developed
## 2332 Slovakia 2013 Developed
## 2333 Slovakia 2012 Developed
## 2334 Slovakia 2011 Developed
## 2335 Slovakia 2010 Developed
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## 2340 Slovakia 2005 Developed
## 2341 Slovakia 2004 Developed
## 2342 Slovakia 2003 Developed
## 2343 Slovakia 2002 Developed
## 2344 Slovakia 2001 Developed
## 2345 Slovakia 2000 Developed
## 2346 Slovenia 2015 Developed
## 2347 Slovenia 2014 Developed
## 2348 Slovenia 2013 Developed
## 2349 Slovenia 2012 Developed
## 2350 Slovenia 2011 Developed
## 2351 Slovenia 2010 Developed
## 2352 Slovenia 2009 Developed
## 2353 Slovenia 2008 Developed
## 2354 Slovenia 2007 Developed
## 2355 Slovenia 2006 Developed
## 2356 Slovenia 2005 Developed
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## 2360 Slovenia 2001 Developed
## 2361 Slovenia 2000 Developed
## 2370 Solomon Islands 2007 Developing
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## 2373 Solomon Islands 2004 Developing
## 2375 Solomon Islands 2002 Developing
## 2386 Somalia 2007 Developing
## 2397 South Africa 2012 Developing
## 2425 South Sudan 2000 Developing
## 2426 Spain 2015 Developed
## 2427 Spain 2014 Developed
## 2428 Spain 2013 Developed
## 2429 Spain 2012 Developed
## 2430 Spain 2011 Developed
## 2431 Spain 2010 Developed
## 2432 Spain 2009 Developed
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## 2441 Spain 2000 Developed
## 2442 Sri Lanka 2015 Developing
## 2443 Sri Lanka 2014 Developing
## 2444 Sri Lanka 2013 Developing
## 2445 Sri Lanka 2012 Developing
## 2446 Sri Lanka 2011 Developing
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## 2450 Sri Lanka 2007 Developing
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## 2456 Sri Lanka 2001 Developing
## 2467 Sudan 2006 Developing
## 2479 Suriname 2010 Developing
## 2482 Suriname 2007 Developing
## 2484 Suriname 2005 Developing
## 2496 Swaziland 2009 Developing
## 2498 Swaziland 2007 Developing
## 2500 Swaziland 2005 Developing
## 2501 Swaziland 2004 Developing
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## 2506 Sweden 2015 Developed
## 2507 Sweden 2014 Developed
## 2508 Sweden 2013 Developed
## 2509 Sweden 2012 Developed
## 2510 Sweden 2011 Developed
## 2511 Sweden 2010 Developed
## 2512 Sweden 2009 Developed
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## 2522 Switzerland 2015 Developed
## 2523 Switzerland 2014 Developed
## 2524 Switzerland 2013 Developed
## 2525 Switzerland 2012 Developed
## 2526 Switzerland 2011 Developed
## 2527 Switzerland 2010 Developed
## 2528 Switzerland 2009 Developed
## 2529 Switzerland 2008 Developed
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## 2535 Switzerland 2002 Developed
## 2536 Switzerland 2001 Developed
## 2537 Switzerland 2000 Developed
## 2540 Syrian Arab Republic 2013 Developing
## 2541 Syrian Arab Republic 2012 Developing
## 2543 Syrian Arab Republic 2010 Developing
## 2544 Syrian Arab Republic 2009 Developing
## 2545 Syrian Arab Republic 2008 Developing
## 2546 Syrian Arab Republic 2007 Developing
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## 2548 Syrian Arab Republic 2005 Developing
## 2549 Syrian Arab Republic 2004 Developing
## 2550 Syrian Arab Republic 2003 Developing
## 2551 Syrian Arab Republic 2002 Developing
## 2552 Syrian Arab Republic 2001 Developing
## 2553 Syrian Arab Republic 2000 Developing
## 2570 Thailand 2015 Developing
## 2576 Thailand 2009 Developing
## 2586 The former Yugoslav republic of Macedonia 2015 Developing
## 2587 The former Yugoslav republic of Macedonia 2014 Developing
## 2588 The former Yugoslav republic of Macedonia 2013 Developing
## 2589 The former Yugoslav republic of Macedonia 2012 Developing
## 2590 The former Yugoslav republic of Macedonia 2011 Developing
## 2591 The former Yugoslav republic of Macedonia 2010 Developing
## 2592 The former Yugoslav republic of Macedonia 2009 Developing
## 2593 The former Yugoslav republic of Macedonia 2008 Developing
## 2594 The former Yugoslav republic of Macedonia 2007 Developing
## 2595 The former Yugoslav republic of Macedonia 2006 Developing
## 2596 The former Yugoslav republic of Macedonia 2005 Developing
## 2597 The former Yugoslav republic of Macedonia 2004 Developing
## 2598 The former Yugoslav republic of Macedonia 2003 Developing
## 2599 The former Yugoslav republic of Macedonia 2002 Developing
## 2600 The former Yugoslav republic of Macedonia 2001 Developing
## 2601 The former Yugoslav republic of Macedonia 2000 Developing
## 2612 Timor-Leste 2005 Developing
## 2614 Timor-Leste 2003 Developing
## 2622 Togo 2011 Developing
## 2634 Tonga 2015 Developing
## 2635 Tonga 2014 Developing
## 2636 Tonga 2013 Developing
## 2637 Tonga 2012 Developing
## 2638 Tonga 2011 Developing
## 2639 Tonga 2010 Developing
## 2640 Tonga 2009 Developing
## 2641 Tonga 2008 Developing
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## 2644 Tonga 2005 Developing
## 2650 Trinidad and Tobago 2015 Developing
## 2661 Trinidad and Tobago 2004 Developing
## 2666 Tunisia 2015 Developing
## 2667 Tunisia 2014 Developing
## 2668 Tunisia 2013 Developing
## 2669 Tunisia 2012 Developing
## 2670 Tunisia 2011 Developing
## 2671 Tunisia 2010 Developing
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## 2682 Turkey 2015 Developing
## 2683 Turkey 2014 Developing
## 2684 Turkey 2013 Developing
## 2685 Turkey 2012 Developing
## 2686 Turkey 2011 Developing
## 2687 Turkey 2010 Developing
## 2688 Turkey 2009 Developing
## 2689 Turkey 2008 Developing
## 2690 Turkey 2007 Developing
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## 2701 Turkmenistan 2012 Developing
## 2716 Uganda 2014 Developing
## 2722 Uganda 2008 Developing
## 2723 Uganda 2007 Developing
## 2724 Uganda 2006 Developing
## 2727 Uganda 2003 Developing
## 2732 Ukraine 2014 Developing
## 2734 Ukraine 2012 Developing
## 2735 Ukraine 2011 Developing
## 2747 United Arab Emirates 2015 Developing
## 2748 United Arab Emirates 2014 Developing
## 2749 United Arab Emirates 2013 Developing
## 2750 United Arab Emirates 2012 Developing
## 2751 United Arab Emirates 2011 Developing
## 2752 United Arab Emirates 2010 Developing
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## 2763 United Kingdom of Great Britain and Northern Ireland 2015 Developed
## 2764 United Kingdom of Great Britain and Northern Ireland 2014 Developed
## 2765 United Kingdom of Great Britain and Northern Ireland 2013 Developed
## 2766 United Kingdom of Great Britain and Northern Ireland 2012 Developed
## 2767 United Kingdom of Great Britain and Northern Ireland 2011 Developed
## 2768 United Kingdom of Great Britain and Northern Ireland 2010 Developed
## 2769 United Kingdom of Great Britain and Northern Ireland 2009 Developed
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## 2775 United Kingdom of Great Britain and Northern Ireland 2003 Developed
## 2776 United Kingdom of Great Britain and Northern Ireland 2002 Developed
## 2777 United Kingdom of Great Britain and Northern Ireland 2001 Developed
## 2778 United Kingdom of Great Britain and Northern Ireland 2000 Developed
## 2780 United Republic of Tanzania 2014 Developing
## 2784 United Republic of Tanzania 2010 Developing
## 2792 United Republic of Tanzania 2002 Developing
## 2793 United Republic of Tanzania 2001 Developing
## 2795 United States of America 2015 Developed
## 2796 United States of America 2014 Developed
## 2797 United States of America 2013 Developed
## 2798 United States of America 2012 Developed
## 2799 United States of America 2011 Developed
## 2800 United States of America 2010 Developed
## 2801 United States of America 2009 Developed
## 2802 United States of America 2008 Developed
## 2803 United States of America 2007 Developed
## 2804 United States of America 2006 Developed
## 2805 United States of America 2005 Developed
## 2806 United States of America 2004 Developed
## 2807 United States of America 2003 Developed
## 2808 United States of America 2002 Developed
## 2809 United States of America 2001 Developed
## 2810 United States of America 2000 Developed
## 2811 Uruguay 2015 Developing
## 2812 Uruguay 2014 Developing
## 2813 Uruguay 2013 Developing
## 2814 Uruguay 2012 Developing
## 2815 Uruguay 2011 Developing
## 2816 Uruguay 2010 Developing
## 2817 Uruguay 2009 Developing
## 2818 Uruguay 2008 Developing
## 2819 Uruguay 2007 Developing
## 2820 Uruguay 2006 Developing
## 2821 Uruguay 2005 Developing
## 2822 Uruguay 2004 Developing
## 2823 Uruguay 2003 Developing
## 2824 Uruguay 2002 Developing
## 2825 Uruguay 2001 Developing
## 2826 Uruguay 2000 Developing
## 2843 Vanuatu 2015 Developing
## 2844 Vanuatu 2014 Developing
## 2845 Vanuatu 2013 Developing
## 2846 Vanuatu 2012 Developing
## 2847 Vanuatu 2011 Developing
## 2848 Vanuatu 2010 Developing
## 2849 Vanuatu 2009 Developing
## 2858 Vanuatu 2000 Developing
## 2875 Viet Nam 2015 Developing
## 2876 Viet Nam 2014 Developing
## 2877 Viet Nam 2013 Developing
## 2878 Viet Nam 2012 Developing
## 2879 Viet Nam 2011 Developing
## 2880 Viet Nam 2010 Developing
## 2881 Viet Nam 2009 Developing
## 2882 Viet Nam 2008 Developing
## 2883 Viet Nam 2007 Developing
## 2884 Viet Nam 2006 Developing
## 2885 Viet Nam 2005 Developing
## 2886 Viet Nam 2004 Developing
## 2887 Viet Nam 2003 Developing
## 2888 Viet Nam 2002 Developing
## 2889 Viet Nam 2001 Developing
## 2890 Viet Nam 2000 Developing
## 2899 Yemen 2007 Developing
## 2904 Yemen 2002 Developing
## 2907 Zambia 2015 Developing
## 2914 Zambia 2008 Developing
## 2919 Zambia 2003 Developing
## 2920 Zambia 2002 Developing
## 2931 Zimbabwe 2007 Developing
## 2932 Zimbabwe 2006 Developing
## 2936 Zimbabwe 2002 Developing
## Life.expectancy Adult.Mortality infant.deaths Alcohol
## 14 56.2 3 88 0.01
## 17 77.8 74 0 4.60
## 18 77.5 8 0 4.51
## 19 77.2 84 0 4.76
## 20 76.9 86 0 5.14
## 21 76.6 88 0 5.37
## 22 76.2 91 1 5.28
## 23 76.1 91 1 5.79
## 24 75.3 1 1 5.61
## 25 75.9 9 1 5.58
## 26 74.2 99 1 5.31
## 27 73.5 15 1 5.16
## 28 73.0 17 1 4.54
## 29 72.8 18 1 4.29
## 30 73.3 15 1 3.73
## 31 73.6 14 1 4.25
## 32 72.6 11 1 3.66
## 33 75.6 19 21 NA
## 34 75.4 11 21 0.01
## 35 75.3 112 21 0.53
## 36 75.1 113 21 0.66
## 37 74.9 116 21 0.56
## 38 74.7 119 21 0.45
## 39 74.4 123 20 0.50
## 40 74.1 126 20 0.46
## 41 73.8 129 20 0.44
## 42 73.4 132 20 0.36
## 43 72.9 136 19 0.50
## 44 72.3 14 19 0.45
## 45 71.7 146 20 0.34
## 46 71.6 145 20 0.36
## 47 71.4 145 20 0.23
## 48 71.3 145 21 0.25
## 63 45.7 44 97 2.58
## 64 45.3 48 97 1.85
## 65 76.4 13 0 NA
## 66 76.2 131 0 8.56
## 67 76.1 133 0 8.58
## 68 75.9 134 0 8.18
## 69 75.7 136 0 7.84
## 70 75.6 138 0 7.84
## 71 75.4 14 0 7.82
## 72 75.2 142 0 8.27
## 73 75.0 144 0 8.64
## 74 74.8 145 0 8.93
## 75 74.6 147 0 8.15
## 76 74.4 149 0 7.28
## 81 76.3 116 8 NA
## 82 76.2 118 8 7.93
## 83 76.0 119 8 8.28
## 84 75.9 12 9 8.35
## 85 75.7 12 9 8.11
## 86 75.5 121 10 8.15
## 87 75.6 126 10 8.33
## 88 75.4 126 10 8.41
## 89 74.8 129 10 8.16
## 90 75.2 127 11 7.75
## 91 74.9 127 11 7.53
## 92 74.7 13 11 7.63
## 93 74.1 137 11 7.62
## 94 74.1 138 12 7.81
## 95 74.0 138 12 7.76
## 96 74.1 137 12 7.68
## 97 74.8 118 1 NA
## 98 74.6 12 1 3.91
## 99 74.4 123 1 3.79
## 100 74.4 121 1 3.89
## 101 73.9 128 1 4.09
## 102 73.5 132 1 4.23
## 103 73.3 137 1 3.96
## 104 73.2 14 1 3.96
## 105 73.5 132 1 3.99
## 106 72.9 141 1 4.01
## 107 73.0 137 1 4.25
## 108 73.0 132 1 3.81
## 109 72.7 134 1 3.03
## 110 72.6 134 1 2.86
## 111 72.6 141 1 2.86
## 112 72.0 142 1 2.90
## 113 82.8 59 1 NA
## 114 82.7 6 1 9.71
## 115 82.5 61 1 9.87
## 116 82.3 61 1 10.03
## 117 82.0 63 1 10.30
## 118 81.9 64 1 10.52
## 119 81.7 66 1 10.62
## 120 81.3 66 1 10.76
## 121 81.3 66 1 10.56
## 122 81.2 66 1 10.31
## 123 81.0 67 1 10.30
## 124 86.0 69 1 9.84
## 125 83.0 71 1 9.97
## 126 79.9 73 1 9.84
## 127 79.9 75 1 9.53
## 128 79.5 78 1 10.17
## 129 81.5 65 0 NA
## 130 81.4 66 0 12.32
## 131 81.1 68 0 11.82
## 132 88.0 7 0 12.26
## 133 88.0 73 0 12.04
## 134 84.0 75 0 12.10
## 135 82.0 77 0 11.30
## 136 84.0 76 0 12.00
## 137 81.0 8 0 12.50
## 138 79.8 81 0 12.40
## 139 79.4 85 0 12.40
## 140 79.3 86 0 12.10
## 141 78.8 88 0 12.20
## 142 78.7 9 0 12.50
## 143 78.6 92 0 12.40
## 144 78.1 96 0 13.20
## 145 72.7 118 5 NA
## 146 72.5 119 5 0.01
## 147 72.2 121 5 2.14
## 148 71.9 123 5 0.01
## 149 71.6 125 5 1.98
## 150 71.1 13 5 1.98
## 151 78.0 132 6 2.10
## 152 73.0 141 6 1.18
## 153 73.0 14 6 1.02
## 158 67.8 146 7 0.55
## 160 66.6 16 9 0.65
## 161 76.1 147 0 NA
## 162 75.4 16 0 9.45
## 174 73.1 19 0 10.85
## 177 76.9 69 0 NA
## 178 76.8 7 0 1.57
## 179 76.7 7 0 1.65
## 180 76.5 71 0 1.70
## 181 76.1 76 0 1.66
## 182 76.1 73 0 1.93
## 183 76.0 74 0 1.95
## 184 75.8 76 0 2.00
## 185 75.6 77 0 2.00
## 186 75.5 79 0 2.10
## 187 75.3 81 0 2.05
## 188 75.2 83 0 2.16
## 189 75.0 85 0 2.16
## 190 74.9 87 0 1.99
## 191 74.7 9 0 1.95
## 192 74.5 92 0 2.15
## 193 71.8 129 92 NA
## 194 71.4 132 98 0.01
## 195 71.0 135 104 0.01
## 196 77.0 137 111 0.01
## 197 73.0 14 118 0.01
## 198 69.9 142 126 0.01
## 199 69.5 144 135 0.01
## 200 69.1 147 144 0.01
## 209 75.5 98 0 NA
## 210 75.4 1 0 8.82
## 211 75.2 11 0 8.74
## 212 75.1 12 0 8.61
## 213 74.9 14 0 8.51
## 214 74.7 16 0 8.41
## 215 74.6 19 0 8.46
## 216 74.4 111 0 8.95
## 217 74.2 113 0 8.47
## 218 74.1 115 0 8.39
## 219 73.9 117 0 8.01
## 220 73.8 119 0 7.68
## 221 73.7 121 0 7.65
## 222 73.5 123 0 7.59
## 223 73.4 125 0 7.38
## 224 73.3 127 0 7.43
## 227 71.7 23 0 14.66
## 241 81.1 74 0 NA
## 242 89.0 76 0 12.60
## 243 87.0 77 0 11.77
## 244 83.0 78 0 10.08
## 245 83.0 8 0 10.11
## 246 80.0 81 0 10.22
## 247 79.8 85 0 10.05
## 248 79.5 87 0 10.47
## 249 79.5 86 0 10.25
## 250 79.4 85 0 10.98
## 251 78.9 89 0 12.27
## 252 78.8 91 1 12.05
## 253 78.3 95 0 11.28
## 254 78.0 99 1 11.29
## 255 78.0 1 1 11.01
## 256 77.6 11 1 11.21
## 259 69.8 18 0 6.56
## 269 68.4 21 0 5.67
## 271 68.2 21 0 4.90
## 303 61.7 29 1 0.14
## 310 68.7 22 9 3.95
## 311 68.0 27 10 3.87
## 317 64.5 23 13 2.37
## 321 77.4 88 0 NA
## 322 77.2 89 0 4.03
## 323 77.0 9 0 4.12
## 324 76.8 92 0 4.61
## 325 76.9 92 0 4.64
## 326 76.4 94 0 4.54
## 327 76.1 97 0 4.75
## 328 76.0 98 0 5.13
## 329 75.4 16 0 5.16
## 330 75.7 1 0 4.82
## 331 75.0 12 0 4.56
## 332 75.5 99 0 4.25
## 333 75.2 12 0 4.14
## 334 75.4 11 0 3.84
## 335 74.9 113 0 3.85
## 336 74.6 116 0 3.64
## 340 63.4 3 2 0.01
## 353 75.0 142 42 NA
## 354 74.8 144 44 7.32
## 355 74.7 146 46 7.24
## 356 74.5 148 49 7.55
## 364 72.0 17 81 6.85
## 369 77.7 78 0 NA
## 370 77.6 8 0 0.01
## 371 77.1 84 0 0.01
## 372 78.3 79 0 0.01
## 373 77.4 79 0 0.97
## 374 76.9 79 0 0.88
## 375 76.8 88 0 0.25
## 376 77.2 84 0 0.67
## 377 76.0 1 0 0.85
## 378 76.3 93 0 0.67
## 379 76.2 92 0 0.16
## 380 76.4 89 0 0.11
## 381 76.0 89 0 0.12
## 382 74.8 95 0 0.13
## 383 74.7 19 0 0.47
## 384 74.4 16 0 0.37
## 385 74.5 137 0 NA
## 386 74.3 138 1 12.03
## 387 74.1 14 1 12.06
## 388 73.9 139 1 10.99
## 389 73.7 144 1 10.67
## 390 73.4 147 1 10.80
## 395 72.1 16 1 10.48
## 399 71.6 16 1 10.72
## 401 59.9 26 38 NA
## 403 59.0 27 40 4.64
## 410 54.3 32 47 4.73
## 419 58.6 33 22 0.01
## 422 56.8 33 23 4.16
## 424 55.3 35 23 4.33
## 434 52.8 47 58 0.01
## 449 73.3 114 0 NA
## 450 73.0 117 0 0.01
## 451 72.8 12 0 0.01
## 452 72.7 121 0 0.01
## 453 72.6 122 0 5.07
## 454 72.5 123 0 4.75
## 455 72.4 124 0 4.45
## 456 72.4 124 0 4.16
## 457 72.3 126 0 5.28
## 458 72.1 129 0 4.25
## 459 71.8 134 0 4.26
## 460 71.4 14 0 4.19
## 461 71.1 144 0 4.16
## 462 77.0 148 0 3.82
## 469 67.0 19 13 2.12
## 473 65.0 24 16 2.08
## 486 55.3 37 53 6.15
## 491 52.8 4 58 5.03
## 494 51.6 47 60 4.58
## 495 51.5 41 61 4.43
## 497 82.2 64 2 NA
## 498 82.0 65 2 8.10
## 499 81.8 67 2 8.20
## 500 81.6 68 2 8.30
## 501 81.5 68 2 8.20
## 502 81.2 7 2 8.40
## 503 81.0 72 2 8.40
## 504 87.0 74 2 8.30
## 505 85.0 74 2 8.30
## 506 85.0 75 2 8.20
## 507 81.0 76 2 8.00
## 508 80.0 77 2 7.80
## 509 79.7 78 2 7.70
## 510 79.5 79 2 7.70
## 511 79.4 8 2 7.60
## 512 79.1 82 2 7.60
## 522 46.3 56 17 1.54
## 525 45.7 51 17 1.49
## 526 45.6 58 17 1.47
## 527 45.6 54 17 1.52
## 528 46.0 49 16 1.51
## 535 57.0 37 46 0.47
## 539 48.6 46 45 0.42
## 540 48.5 45 44 0.34
## 541 48.4 43 44 0.42
## 542 48.1 43 43 0.36
## 543 48.0 4 42 0.30
## 544 47.6 44 41 0.25
## 545 85.0 82 2 NA
## 546 83.0 83 2 7.16
## 547 81.0 84 2 7.20
## 548 79.9 84 2 6.76
## 549 79.8 86 2 7.26
## 550 79.1 89 2 7.93
## 551 79.3 91 2 7.67
## 552 79.6 88 2 7.31
## 553 78.9 9 2 7.39
## 554 78.9 91 2 7.33
## 555 78.4 93 2 7.57
## 556 78.0 97 2 6.32
## 557 77.9 1 2 6.37
## 558 77.8 11 2 6.06
## 559 77.3 16 2 6.10
## 560 77.3 13 2 6.24
## 561 76.1 85 157 NA
## 562 75.8 86 171 5.78
## 563 75.6 88 185 5.79
## 564 75.4 89 201 5.74
## 565 75.2 91 215 5.63
## 566 75.0 92 231 5.75
## 567 74.9 93 248 4.88
## 568 74.5 97 266 4.27
## 569 74.4 96 285 3.88
## 570 74.2 98 307 3.28
## 571 73.9 99 332 2.92
## 572 73.5 11 360 3.04
## 573 73.1 13 391 2.96
## 574 72.7 16 422 2.91
## 575 72.2 11 457 2.84
## 576 71.7 115 490 3.06
## 577 74.8 143 10 NA
## 578 74.6 144 11 4.38
## 579 74.4 145 11 4.41
## 580 74.3 143 11 4.44
## 581 74.2 144 12 4.37
## 582 73.6 15 12 4.28
## 583 73.6 15 13 4.34
## 584 73.5 146 14 4.45
## 585 73.5 144 14 4.66
## 586 73.1 147 15 4.53
## 587 73.1 144 15 4.38
## 588 72.8 148 16 4.26
## 589 72.4 15 16 4.25
## 594 63.2 23 1 0.01
## 620 54.1 48 9 2.58
## 626 79.6 95 1 NA
## 627 79.5 96 1 3.45
## 628 79.4 96 1 3.42
## 629 79.2 97 1 3.34
## 630 79.0 98 1 3.41
## 631 78.1 16 1 3.58
## 632 79.2 96 1 4.07
## 633 78.9 99 1 4.22
## 634 78.9 93 1 4.20
## 635 78.0 16 1 4.15
## 636 78.6 97 1 4.10
## 637 77.7 12 1 4.09
## 638 78.0 1 1 4.04
## 639 78.3 99 1 4.17
## 640 77.5 1 1 4.29
## 641 77.6 98 1 4.34
## 642 78.0 95 0 NA
## 643 77.8 97 0 12.14
## 644 77.7 97 0 12.39
## 645 77.1 14 0 11.49
## 646 77.0 14 0 12.19
## 647 76.6 16 0 12.10
## 648 76.3 19 0 12.21
## 649 76.0 116 0 12.06
## 650 75.8 114 0 12.56
## 651 75.9 113 0 11.83
## 652 75.2 116 0 11.59
## 653 75.4 114 0 13.11
## 654 74.7 122 0 13.78
## 655 74.8 124 0 13.39
## 656 74.9 126 0 13.15
## 657 74.7 127 0 12.73
## 658 79.1 92 1 NA
## 659 79.0 93 1 4.37
## 660 78.7 96 1 4.18
## 661 78.7 96 1 4.16
## 662 78.8 92 1 4.14
## 663 78.0 98 1 4.13
## 664 78.1 11 1 4.01
## 665 77.9 12 1 4.26
## 666 78.1 14 1 4.13
## 667 78.0 14 1 4.17
## 668 77.2 19 1 4.48
## 669 77.3 17 1 4.38
## 670 77.4 18 1 4.39
## 671 77.7 19 1 4.10
## 672 76.7 115 1 4.04
## 673 76.9 115 1 3.92
## 674 85.0 52 0 NA
## 675 83.0 53 0 0.01
## 676 81.0 54 0 9.04
## 677 80.0 56 0 10.55
## 678 79.7 57 0 10.69
## 679 79.5 59 0 11.32
## 680 79.3 6 0 10.80
## 681 79.1 62 0 12.01
## 682 78.9 63 0 11.56
## 683 78.8 64 0 11.47
## 684 78.7 65 0 11.41
## 685 78.6 65 0 13.03
## 686 78.5 66 0 10.62
## 687 78.4 68 0 11.68
## 688 78.2 69 0 10.16
## 689 78.1 7 0 9.56
## 690 78.8 86 0 NA
## 691 78.6 88 0 12.68
## 692 78.2 9 0 12.45
## 693 78.0 93 0 12.71
## 694 77.8 97 0 12.43
## 695 77.5 99 0 12.69
## 696 77.1 12 0 13.23
## 697 77.0 16 0 13.25
## 698 76.8 17 0 13.43
## 699 76.5 19 0 13.03
## 700 75.9 114 0 13.19
## 701 75.8 116 0 13.24
## 702 75.2 122 0 13.01
## 703 75.3 12 0 13.47
## 704 75.1 123 0 13.36
## 705 74.7 126 0 13.22
## 706 76.0 139 6 NA
## 707 73.0 142 6 0.01
## 708 71.0 146 6 3.35
## 709 69.8 149 7 3.61
## 731 55.0 36 235 1.53
## 736 51.8 34 227 1.90
## 738 86.0 71 0 NA
## 739 84.0 73 0 9.64
## 740 81.0 75 0 9.50
## 741 80.0 76 0 9.26
## 742 79.7 79 0 10.47
## 743 79.2 84 0 10.28
## 744 78.9 86 0 10.08
## 745 78.8 88 0 10.70
## 746 78.4 93 0 10.99
## 747 78.1 93 0 11.02
## 748 78.1 92 0 11.28
## 749 77.7 98 0 11.27
## 750 77.3 11 0 11.54
## 751 77.0 14 0 11.34
## 752 77.0 12 0 11.56
## 753 76.9 12 0 11.69
## 763 59.1 39 2 1.02
## 775 73.1 16 6 5.91
## 781 69.7 28 7 5.71
## 783 73.0 22 7 6.32
## 787 76.2 118 6 NA
## 788 76.0 121 6 3.82
## 789 76.0 121 6 3.77
## 790 75.5 127 7 3.92
## 791 75.3 131 7 3.99
## 792 75.0 134 7 3.95
## 793 75.1 137 7 3.87
## 794 74.6 139 7 3.76
## 795 74.7 14 7 3.63
## 796 74.4 144 8 3.52
## 798 74.4 148 8 3.65
## 825 71.4 23 2 2.55
## 827 71.2 23 2 2.83
## 831 69.9 29 3 3.10
## 832 73.0 24 3 2.97
## 835 58.2 32 3 NA
## 836 57.9 32 3 0.01
## 841 55.7 34 3 7.97
## 861 59.4 34 7 1.07
## 867 77.6 119 0 NA
## 868 77.3 122 0 0.01
## 869 76.9 127 0 0.01
## 870 76.3 135 0 0.01
## 871 76.1 138 0 0.01
## 872 75.6 137 0 14.97
## 891 58.5 39 186 1.06
## 900 69.7 19 0 0.01
## 904 69.1 2 0 2.25
## 905 68.9 23 0 2.31
## 906 68.7 26 0 1.95
## 907 68.6 29 0 2.09
## 911 68.0 22 0 1.76
## 912 67.9 22 0 1.85
## 915 81.1 76 0 NA
## 916 89.0 78 0 8.80
## 917 87.0 79 0 8.97
## 918 84.0 82 0 9.24
## 919 83.0 86 0 9.81
## 920 79.9 89 0 9.72
## 921 79.7 91 0 9.96
## 922 79.6 94 0 10.26
## 923 79.3 96 0 10.45
## 924 79.2 96 0 10.15
## 925 78.9 11 0 9.95
## 926 78.7 12 0 9.89
## 927 78.4 98 0 9.31
## 928 78.1 98 0 9.25
## 929 78.0 1 0 8.94
## 930 77.5 15 0 8.59
## 931 82.4 78 2 NA
## 932 82.2 79 3 11.50
## 933 82.0 81 3 11.10
## 934 81.5 83 3 11.50
## 935 81.7 83 3 11.80
## 936 81.3 86 3 11.70
## 937 81.1 88 3 11.80
## 938 89.0 88 3 11.90
## 939 89.0 89 3 12.20
## 940 86.0 92 3 12.40
## 941 81.0 93 3 12.20
## 942 82.0 94 3 13.18
## 943 79.3 99 3 13.49
## 944 79.2 11 3 13.78
## 945 79.0 13 3 13.89
## 946 78.8 13 3 13.63
## 953 61.7 31 2 8.64
## 957 65.0 37 2 7.72
## 959 59.7 32 2 6.47
## 961 59.8 37 2 9.29
## 977 56.3 3 3 2.25
## 978 55.9 33 3 2.18
## 979 74.4 129 1 NA
## 980 74.5 125 1 6.13
## 981 74.5 128 1 5.91
## 982 74.2 13 1 7.71
## 983 73.9 127 1 8.14
## 984 73.8 132 1 7.24
## 985 73.2 133 1 6.66
## 986 73.9 128 1 7.17
## 987 74.4 12 1 8.65
## 988 73.9 126 1 6.18
## 989 73.9 128 1 4.70
## 990 72.3 134 1 3.74
## 991 72.7 132 1 3.36
## 992 71.7 142 2 2.72
## 993 73.0 121 2 2.76
## 994 71.8 129 2 3.28
## 995 81.0 68 2 NA
## 996 89.0 69 2 11.03
## 997 86.0 71 2 10.94
## 998 86.0 71 2 11.18
## 999 85.0 74 2 11.20
## 1000 81.0 76 2 11.20
## 1001 80.0 79 2 11.22
## 1002 79.9 8 2 11.36
## 1003 79.8 82 3 11.50
## 1004 79.6 84 3 11.76
## 1005 79.2 85 3 11.67
## 1006 79.1 86 3 11.83
## 1007 78.5 9 3 11.92
## 1008 78.4 91 3 12.25
## 1009 78.3 92 3 12.46
## 1010 78.0 95 3 12.91
## 1019 59.9 28 41 1.25
## 1022 58.3 34 41 1.46
## 1023 57.9 38 41 1.53
## 1024 57.6 31 42 1.60
## 1025 57.4 39 42 1.49
## 1026 57.2 38 43 1.60
## 1027 81.0 72 0 NA
## 1028 88.0 73 0 7.53
## 1029 86.0 74 0 7.46
## 1030 84.0 76 0 8.20
## 1031 85.0 76 0 8.02
## 1032 83.0 76 0 9.00
## 1033 80.0 78 0 9.08
## 1034 79.9 77 0 9.51
## 1035 79.4 8 0 9.67
## 1036 79.7 77 0 9.42
## 1037 79.3 81 0 9.95
## 1038 79.2 81 0 9.56
## 1039 79.1 81 0 9.46
## 1040 79.0 81 1 8.09
## 1041 78.7 83 1 8.62
## 1042 78.2 84 1 8.48
## 1043 73.6 142 0 NA
## 1044 73.5 143 0 8.42
## 1045 73.3 144 0 8.25
## 1046 73.1 146 0 8.07
## 1047 72.9 15 0 7.84
## 1066 79.0 19 13 2.21
## 1068 69.7 24 14 2.38
## 1069 69.2 28 14 2.35
## 1070 69.6 21 15 2.40
## 1071 69.4 24 15 2.45
## 1072 69.3 21 16 2.41
## 1079 58.1 29 28 0.22
## 1082 56.8 33 30 0.21
## 1083 56.4 36 31 0.19
## 1099 55.0 32 5 2.98
## 1100 54.4 36 5 3.22
## 1101 53.9 37 5 3.10
## 1102 53.5 38 5 2.58
## 1103 53.0 38 5 2.16
## 1104 52.8 35 5 2.47
## 1105 52.5 32 5 2.55
## 1106 52.1 3 5 2.84
## 1110 65.8 22 0 7.57
## 1116 65.2 24 1 7.04
## 1123 63.5 24 14 NA
## 1132 61.1 28 17 6.18
## 1133 65.0 29 17 5.57
## 1134 58.7 32 18 6.10
## 1135 59.7 3 18 6.64
## 1136 59.3 33 19 6.10
## 1137 58.9 35 19 6.22
## 1138 58.6 35 20 4.79
## 1139 74.6 147 3 NA
## 1140 74.5 149 3 2.87
## 1141 74.3 15 4 3.11
## 1147 73.0 16 5 3.16
## 1155 75.8 134 0 NA
## 1156 75.6 137 0 0.01
## 1157 75.5 139 0 10.88
## 1158 75.0 146 0 11.27
## 1159 74.8 15 0 11.51
## 1166 72.9 18 1 13.28
## 1171 82.7 49 0 NA
## 1172 82.5 49 0 7.45
## 1173 82.4 5 0 7.31
## 1174 82.5 5 0 7.81
## 1175 82.1 51 0 8.13
## 1176 81.8 53 0 8.25
## 1177 81.6 55 0 10.22
## 1178 81.4 58 0 8.49
## 1179 81.3 59 0 7.53
## 1180 81.1 61 0 7.20
## 1181 81.0 62 0 7.05
## 1182 88.0 65 0 6.79
## 1183 87.0 65 0 6.61
## 1184 84.0 7 0 6.61
## 1185 80.0 72 0 6.37
## 1186 79.7 74 0 6.17
## 1190 67.3 19 1100 3.10
## 1193 66.0 2 1300 2.50
## 1194 65.5 23 1300 1.93
## 1195 65.2 26 1400 1.59
## 1196 64.8 28 1500 1.37
## 1211 67.5 19 154 0.06
## 1213 67.2 19 163 0.06
## 1219 75.5 83 18 NA
## 1220 75.4 83 19 0.01
## 1221 75.3 83 20 0.01
## 1222 75.1 85 21 0.01
## 1223 74.7 93 22 0.03
## 1224 74.1 16 22 0.03
## 1225 73.3 122 23 0.03
## 1226 72.7 135 24 0.02
## 1227 72.4 138 25 0.02
## 1228 72.2 139 26 0.02
## 1229 72.0 139 27 0.01
## 1230 71.8 139 28 0.01
## 1232 71.2 142 31 0.01
## 1233 78.0 146 33 0.01
## 1234 73.0 15 35 0.01
## 1237 69.5 17 32 0.01
## 1238 76.0 147 32 0.01
## 1239 77.0 144 32 0.17
## 1240 76.0 145 32 0.19
## 1241 74.0 148 32 0.20
## 1245 66.8 29 31 0.18
## 1246 67.2 21 30 0.32
## 1248 74.0 14 30 0.15
## 1249 72.0 142 30 0.17
## 1250 70.0 144 30 0.20
## 1251 81.4 64 0 NA
## 1252 81.2 66 0 10.75
## 1253 81.0 67 0 10.49
## 1254 85.0 69 0 11.49
## 1255 84.0 7 0 11.72
## 1256 86.0 68 0 11.88
## 1257 79.7 77 0 11.41
## 1258 79.8 75 0 12.66
## 1259 79.5 75 0 13.59
## 1260 79.0 78 0 13.44
## 1261 78.7 78 0 13.31
## 1262 78.3 82 0 13.32
## 1263 78.0 82 0 13.24
## 1264 77.4 88 0 14.17
## 1265 77.0 89 0 14.27
## 1266 76.4 94 0 14.07
## 1267 82.5 58 0 NA
## 1268 82.2 6 1 2.62
## 1269 82.1 61 1 2.69
## 1270 81.8 6 1 2.78
## 1271 81.8 61 1 2.67
## 1272 81.7 61 1 2.63
## 1273 81.5 63 1 2.55
## 1274 81.0 65 1 2.47
## 1275 84.0 68 1 2.33
## 1276 84.0 68 1 2.23
## 1277 80.0 71 1 2.41
## 1278 81.0 69 1 2.23
## 1279 79.7 71 1 2.32
## 1280 79.3 74 1 2.47
## 1281 79.3 74 1 2.53
## 1282 78.9 76 1 2.53
## 1283 82.7 56 1 NA
## 1284 82.5 57 2 7.56
## 1285 82.3 58 2 7.35
## 1286 82.0 6 2 7.49
## 1287 82.0 6 2 6.98
## 1288 81.8 6 2 6.95
## 1289 81.6 61 2 7.25
## 1290 81.5 61 2 7.96
## 1291 81.3 63 2 8.37
## 1292 81.2 65 2 8.44
## 1293 88.0 66 2 8.65
## 1294 89.0 66 2 8.98
## 1295 79.9 72 2 9.30
## 1296 80.0 72 2 9.25
## 1297 79.8 75 2 9.69
## 1298 79.4 77 3 9.78
## 1299 76.2 125 1 NA
## 1300 75.8 133 1 3.83
## 1301 75.6 136 1 3.79
## 1302 75.3 138 1 3.65
## 1303 75.2 139 1 3.58
## 1304 75.0 138 1 3.55
## 1305 74.7 142 1 3.33
## 1306 74.5 145 1 3.51
## 1307 74.2 148 1 3.64
## 1308 74.0 15 1 3.63
## 1315 83.7 55 2 NA
## 1316 83.5 57 2 0.01
## 1317 83.5 56 2 7.55
## 1318 83.3 58 2 7.39
## 1319 82.5 64 3 7.39
## 1320 83.0 62 3 6.90
## 1321 83.0 64 3 7.09
## 1322 82.7 66 3 7.11
## 1323 82.6 67 3 7.29
## 1324 82.4 68 3 7.49
## 1325 82.0 69 3 7.99
## 1326 82.1 68 3 7.70
## 1327 81.9 7 3 7.83
## 1328 81.8 7 3 7.87
## 1329 81.5 72 4 8.03
## 1330 81.1 74 4 7.97
## 1331 74.1 112 4 NA
## 1332 74.0 113 4 0.41
## 1333 73.9 114 4 0.40
## 1334 73.7 115 4 0.41
## 1335 73.6 116 4 0.43
## 1336 73.4 117 4 0.51
## 1337 73.3 118 4 0.59
## 1338 73.1 119 4 0.61
## 1339 73.0 12 4 0.60
## 1340 72.8 121 4 0.59
## 1341 72.4 127 4 0.55
## 1342 72.5 125 4 0.54
## 1343 72.3 127 4 0.54
## 1344 72.1 129 4 0.54
## 1345 71.9 131 4 0.55
## 1346 71.7 133 4 0.49
## 1348 69.9 22 5 6.29
## 1349 69.5 28 5 6.48
## 1380 66.1 2 0 0.01
## 1381 65.8 22 0 0.01
## 1382 65.7 24 0 0.01
## 1383 65.5 26 0 0.53
## 1384 65.3 27 0 0.48
## 1385 65.2 28 0 0.54
## 1386 65.1 21 0 0.46
## 1395 74.7 81 0 NA
## 1396 74.6 82 0 0.01
## 1397 74.5 83 1 0.01
## 1398 74.3 84 1 0.01
## 1399 74.2 85 1 0.02
## 1400 74.0 86 1 0.01
## 1401 73.9 87 1 0.10
## 1402 73.8 88 1 0.03
## 1403 73.7 89 1 0.03
## 1404 73.6 89 1 0.01
## 1405 73.6 9 0 0.01
## 1406 73.5 91 0 0.02
## 1407 73.4 93 0 0.03
## 1408 73.3 94 0 0.01
## 1409 73.2 95 0 0.01
## 1410 73.2 96 0 0.01
## 1412 78.0 17 3 0.01
## 1414 69.9 18 3 0.01
## 1417 68.5 21 4 2.39
## 1429 64.9 23 9 0.01
## 1430 64.4 28 9 0.01
## 1436 61.5 24 11 3.69
## 1448 72.8 18 0 9.80
## 1454 71.0 26 0 8.81
## 1455 78.0 29 0 8.24
## 1459 74.9 98 1 NA
## 1460 74.8 99 1 1.32
## 1461 74.9 97 1 1.29
## 1462 75.0 93 1 1.53
## 1463 75.0 93 1 1.57
## 1464 74.9 94 1 1.58
## 1465 74.7 95 1 1.62
## 1466 74.5 98 1 1.67
## 1467 74.4 98 1 1.72
## 1468 74.1 1 1 1.82
## 1469 73.9 11 1 1.94
## 1470 73.7 13 1 2.10
## 1471 73.5 15 1 2.19
## 1472 73.2 17 1 1.98
## 1473 73.0 11 1 2.19
## 1474 72.7 112 1 2.26
## 1479 52.3 52 4 2.39
## 1500 56.7 32 11 4.05
## 1503 50.0 42 13 4.21
## 1506 51.9 39 14 4.46
## 1507 72.7 138 1 NA
## 1508 72.4 143 2 0.01
## 1509 72.9 134 2 0.01
## 1510 72.9 133 2 0.01
## 1512 72.8 132 2 0.01
## 1513 72.7 132 2 0.01
## 1514 72.6 132 2 0.01
## 1515 72.5 132 2 0.01
## 1516 72.2 134 2 0.01
## 1517 71.9 138 2 0.01
## 1518 71.5 141 2 0.01
## 1519 71.3 144 3 0.01
## 1520 71.1 146 3 0.01
## 1521 71.0 147 3 0.01
## 1522 78.0 148 3 0.01
## 1527 72.8 18 0 12.66
## 1531 72.0 24 0 13.40
## 1534 71.6 24 0 12.10
## 1535 71.6 22 0 11.29
## 1536 71.4 22 0 11.00
## 1537 71.2 21 0 10.20
## 1538 71.6 2 0 9.87
## 1539 82.0 63 0 NA
## 1540 81.7 65 0 11.12
## 1541 81.4 68 0 11.02
## 1542 81.1 7 0 11.34
## 1543 88.0 72 0 11.50
## 1544 86.0 73 0 11.36
## 1545 83.0 76 0 11.42
## 1546 80.0 8 0 11.53
## 1547 79.7 82 0 11.75
## 1548 79.4 85 0 11.98
## 1549 78.8 9 0 11.84
## 1550 78.7 92 0 12.42
## 1551 78.6 92 0 12.61
## 1552 78.3 95 0 12.91
## 1553 78.0 96 0 12.89
## 1554 77.8 98 0 13.14
## 1555 65.5 22 28 NA
## 1557 64.7 23 29 0.87
## 1574 55.3 42 31 0.01
## 1581 46.0 66 39 1.04
## 1584 44.0 67 46 1.10
## 1587 75.0 123 4 NA
## 1588 74.8 126 4 0.52
## 1589 74.6 128 3 0.53
## 1590 74.5 129 3 0.53
## 1591 74.3 13 3 0.51
## 1592 74.1 131 3 0.49
## 1593 74.0 131 3 0.47
## 1594 73.8 132 3 0.47
## 1595 73.7 133 3 0.43
## 1596 73.6 134 3 0.42
## 1597 73.4 135 3 0.46
## 1598 73.2 137 3 0.49
## 1599 73.1 138 3 0.48
## 1600 72.9 14 4 0.49
## 1601 72.7 144 4 0.53
## 1602 72.4 149 4 0.54
## 1603 78.5 61 0 NA
## 1604 78.2 62 0 0.01
## 1605 77.9 64 0 0.01
## 1606 77.6 65 0 0.01
## 1607 77.3 67 0 1.92
## 1608 76.7 73 0 1.83
## 1609 76.3 75 0 1.59
## 1610 75.9 81 0 1.76
## 1611 75.4 82 0 1.78
## 1612 75.0 88 0 1.62
## 1613 74.3 93 0 1.47
## 1614 73.4 16 0 1.60
## 1615 72.7 112 0 1.75
## 1616 71.8 124 0 1.95
## 1617 78.0 129 0 1.98
## 1618 69.6 139 0 1.83
## 1622 57.2 27 53 0.01
## 1629 53.6 29 57 0.55
## 1632 51.2 31 60 0.53
## 1633 55.0 34 60 0.51
## 1634 49.8 37 60 0.47
## 1635 81.7 54 0 NA
## 1636 81.4 55 0 8.49
## 1637 81.1 57 0 8.58
## 1638 81.0 58 0 7.67
## 1639 87.0 59 0 6.91
## 1640 83.0 62 0 7.91
## 1641 82.0 63 0 7.38
## 1642 80.0 64 0 7.14
## 1643 79.6 65 0 7.45
## 1644 79.3 66 0 8.84
## 1645 79.0 67 0 6.41
## 1646 78.7 69 0 6.53
## 1647 78.5 71 0 6.70
## 1648 78.2 75 0 5.73
## 1649 77.8 79 0 5.62
## 1650 77.5 8 0 5.59
## 1652 63.1 25 8 NA
## 1653 63.0 26 8 0.01
## 1654 62.7 28 8 0.01
## 1655 62.5 29 8 0.01
## 1667 60.0 23 7 0.03
## 1668 74.6 146 0 NA
## 1669 74.2 148 0 0.01
## 1670 74.1 147 0 0.01
## 1684 76.7 122 30 NA
## 1685 76.6 122 31 5.26
## 1686 76.6 12 32 5.23
## 1687 76.3 123 33 5.29
## 1688 76.1 124 34 5.30
## 1689 75.6 127 35 5.21
## 1690 75.7 13 36 5.27
## 1691 75.6 127 37 5.36
## 1692 76.0 123 38 5.35
## 1693 75.8 125 40 5.11
## 1694 75.3 126 42 4.93
## 1695 75.4 124 44 4.90
## 1696 75.0 127 46 4.88
## 1697 75.0 127 49 4.77
## 1698 75.0 126 52 4.86
## 1699 74.8 129 55 4.99
## 1712 67.5 18 0 3.15
## 1713 66.2 21 0 2.78
## 1722 66.3 25 1 5.80
## 1725 65.9 26 2 3.79
## 1733 76.1 16 0 NA
## 1734 75.9 17 0 0.01
## 1735 75.8 19 0 0.01
## 1736 75.6 11 0 0.01
## 1737 75.4 113 0 6.56
## 1738 75.3 115 0 6.56
## 1739 75.0 117 0 6.45
## 1740 74.6 121 0 6.17
## 1741 74.2 125 0 4.98
## 1742 73.8 13 0 5.38
## 1743 73.6 133 0 NA
## 1744 73.5 134 0 0.01
## 1745 73.5 134 0 0.01
## 1746 73.4 136 0 0.01
## 1747 73.3 136 0 0.01
## 1748 73.0 144 0 0.01
## 1749 74.3 95 17 NA
## 1750 74.1 96 18 0.43
## 1751 73.9 97 18 0.45
## 1752 73.6 99 19 0.55
## 1753 73.3 14 19 0.54
## 1754 72.8 11 20 0.56
## 1755 72.3 116 20 0.62
## 1756 71.8 123 21 0.51
## 1757 71.4 128 21 0.56
## 1758 71.0 133 22 0.58
## 1759 77.0 137 22 0.47
## 1760 72.0 142 23 0.56
## 1761 69.9 146 24 0.58
## 1762 69.5 15 25 0.46
## 1764 68.6 16 27 0.45
## 1767 55.3 46 62 1.16
## 1768 54.8 48 64 1.19
## 1769 54.3 47 66 0.94
## 1770 54.0 47 69 0.96
## 1771 53.8 4 70 1.18
## 1772 53.2 45 72 1.48
## 1779 49.5 48 90 2.09
## 1780 49.0 43 93 1.14
## 1782 66.4 21 40 0.01
## 1783 66.2 22 42 0.70
## 1784 65.9 25 44 0.55
## 1785 65.6 27 47 0.33
## 1786 65.4 29 49 0.30
## 1790 64.2 22 61 0.28
## 1803 62.4 36 3 7.99
## 1812 57.4 41 3 5.73
## 1823 66.0 21 31 0.20
## 1824 65.4 28 33 0.20
## 1826 64.3 22 38 0.20
## 1828 63.2 23 43 0.09
## 1830 81.9 57 1 NA
## 1831 81.7 58 1 0.01
## 1832 81.4 6 1 8.68
## 1833 81.1 62 1 9.05
## 1834 81.1 63 1 8.96
## 1835 88.0 64 1 9.33
## 1836 86.0 65 1 9.23
## 1837 83.0 68 1 9.62
## 1838 82.0 68 1 9.53
## 1839 79.8 71 1 9.79
## 1840 79.4 72 1 9.69
## 1841 79.2 77 1 9.56
## 1842 78.7 8 1 9.56
## 1843 78.4 81 1 9.68
## 1844 78.3 82 1 9.95
## 1845 78.1 84 1 10.06
## 1846 81.6 66 0 8.70
## 1847 81.5 67 0 9.07
## 1848 81.3 69 0 9.18
## 1849 81.1 7 0 9.20
## 1850 86.0 72 0 9.47
## 1851 89.0 71 0 9.62
## 1852 85.0 73 0 9.24
## 1853 81.0 75 0 9.49
## 1854 81.0 76 0 9.19
## 1855 79.9 76 0 9.34
## 1856 79.9 78 0 9.31
## 1857 79.2 79 0 9.15
## 1858 79.1 82 0 8.91
## 1859 78.7 83 0 9.13
## 1860 78.5 83 0 8.75
## 1861 78.6 87 0 8.91
## 1862 74.8 145 2 NA
## 1863 74.5 148 2 3.55
## 1866 74.5 147 3 3.39
## 1871 73.0 17 3 3.69
## 1878 61.8 22 49 NA
## 1890 52.1 28 56 0.10
## 1904 49.2 4 556 9.71
## 1905 48.5 47 563 9.76
## 1906 48.1 41 567 9.75
## 1907 47.7 49 571 9.61
## 1908 47.4 48 574 9.58
## 1909 47.1 45 576 9.23
## 1911 81.8 59 0 5.97
## 1912 81.6 61 0 6.06
## 1913 81.5 62 0 6.21
## 1914 81.3 61 0 6.21
## 1915 81.1 67 0 6.53
## 1916 81.0 66 0 6.59
## 1917 89.0 67 0 6.68
## 1918 86.0 67 0 6.75
## 1919 85.0 67 0 6.60
## 1920 84.0 7 0 6.47
## 1921 81.0 73 0 6.37
## 1922 79.8 77 0 6.22
## 1923 79.4 78 0 6.04
## 1924 78.9 81 0 5.89
## 1925 78.8 82 0 5.49
## 1926 78.5 85 0 5.67
## 1927 76.6 99 1 NA
## 1928 76.4 11 1 0.40
## 1929 76.2 12 1 0.46
## 1930 76.0 14 1 0.51
## 1931 75.8 15 1 0.54
## 1932 75.6 16 1 0.56
## 1933 75.4 18 1 0.56
## 1934 75.2 19 1 0.57
## 1935 74.9 113 1 0.57
## 1936 74.7 115 1 0.58
## 1937 74.3 118 1 0.63
## 1938 74.0 122 1 0.61
## 1939 73.6 127 1 0.56
## 1940 73.3 13 1 0.54
## 1941 72.9 134 1 0.55
## 1942 72.6 138 1 0.38
## 1953 62.9 2 364 0.04
## 1958 62.8 19 385 0.02
## 1960 77.8 118 1 NA
## 1961 77.6 119 1 6.74
## 1962 77.5 118 1 6.89
## 1963 77.2 12 1 6.95
## 1964 77.3 121 1 6.90
## 1965 76.5 122 1 6.94
## 1966 76.8 127 1 6.87
## 1967 76.5 127 1 6.74
## 1968 76.4 124 1 6.16
## 1969 76.2 125 1 5.72
## 1970 75.8 122 1 5.53
## 1971 75.8 123 1 5.69
## 1972 75.5 126 1 5.52
## 1973 75.7 125 1 5.52
## 1974 75.5 124 2 5.43
## 1975 75.7 121 2 5.58
## 1983 61.4 29 11 0.81
## 1986 64.0 37 11 0.84
## 1992 74.0 146 2 NA
## 1993 73.9 147 3 0.01
## 1994 73.8 148 3 5.03
## 1995 73.6 148 3 5.36
## 1996 73.4 15 3 5.79
## 2006 71.2 17 4 6.66
## 2008 75.5 123 8 NA
## 2009 75.3 125 8 0.01
## 2010 75.3 125 8 5.38
## 2011 74.9 129 9 5.14
## 2012 74.5 133 9 4.83
## 2013 73.7 14 10 4.72
## 2014 73.8 14 10 4.69
## 2015 73.9 138 11 4.85
## 2016 74.0 133 11 4.29
## 2017 74.2 134 12 4.22
## 2018 72.8 148 13 4.44
## 2021 72.6 144 16 4.03
## 2022 72.4 142 17 4.22
## 2040 77.5 117 2 NA
## 2041 77.3 12 2 10.71
## 2042 77.1 12 2 11.63
## 2043 76.8 125 2 10.81
## 2044 76.7 128 2 10.93
## 2045 76.3 13 2 10.59
## 2046 75.7 136 2 10.70
## 2047 75.5 14 2 11.40
## 2048 75.3 144 2 10.90
## 2049 75.2 144 2 10.40
## 2050 75.0 144 2 9.50
## 2051 74.9 143 2 9.19
## 2052 74.7 142 3 9.06
## 2053 74.5 145 3 8.02
## 2054 74.2 149 3 7.74
## 2056 81.1 76 0 NA
## 2057 89.0 78 0 9.88
## 2058 86.0 79 0 10.00
## 2059 83.0 81 0 11.96
## 2060 82.0 85 0 11.92
## 2061 79.6 88 0 12.25
## 2062 79.3 9 0 12.03
## 2063 79.0 92 0 12.35
## 2064 78.7 94 0 12.57
## 2065 78.5 96 0 13.11
## 2066 77.7 11 0 13.33
## 2067 78.0 99 0 13.45
## 2068 77.3 15 0 14.21
## 2069 77.2 17 1 12.00
## 2070 76.9 11 1 12.22
## 2071 76.6 11 1 11.89
## 2072 78.2 68 0 NA
## 2073 78.1 69 0 1.15
## 2074 77.9 7 0 1.20
## 2075 77.8 72 0 1.13
## 2076 77.5 74 0 1.16
## 2077 77.3 76 0 1.16
## 2078 77.0 79 0 1.11
## 2079 76.8 82 0 1.37
## 2080 76.7 83 0 1.24
## 2081 76.6 83 0 1.28
## 2082 76.6 84 0 1.18
## 2083 76.6 84 0 1.11
## 2084 76.5 85 0 1.00
## 2085 76.4 85 0 0.87
## 2086 76.3 87 0 0.76
## 2087 76.2 88 0 0.50
## 2088 82.3 64 1 NA
## 2089 82.0 66 1 0.01
## 2090 81.7 68 1 9.33
## 2091 81.2 69 1 9.56
## 2092 81.1 72 2 9.34
## 2093 87.0 74 2 9.23
## 2094 86.0 75 2 8.97
## 2095 83.0 75 2 9.31
## 2096 79.8 77 2 9.05
## 2097 79.4 79 2 8.83
## 2098 78.7 84 2 9.03
## 2099 78.2 89 3 9.18
## 2100 77.6 95 3 9.66
## 2101 77.1 99 3 9.55
## 2102 76.7 17 3 11.45
## 2103 76.0 116 4 10.33
## 2120 75.0 133 2 NA
## 2121 74.8 135 2 0.01
## 2122 74.6 138 2 9.59
## 2123 74.4 138 2 9.58
## 2124 74.3 139 2 9.10
## 2145 66.4 3 17 11.79
## 2150 65.1 38 21 10.47
## 2151 65.0 37 22 10.18
## 2153 65.7 23 12 0.01
## 2157 62.8 26 16 7.92
## 2162 55.3 37 24 7.01
## 2164 52.0 48 29 6.66
## 2169 75.2 138 0 NA
## 2170 75.0 139 0 9.97
## 2171 74.8 141 0 9.73
## 2172 74.7 142 0 9.99
## 2173 74.6 143 0 10.43
## 2174 74.2 147 0 10.87
## 2175 74.3 147 0 11.09
## 2176 74.1 149 0 12.09
## 2179 73.1 16 0 12.32
## 2189 72.7 16 0 7.02
## 2193 71.9 17 0 5.89
## 2201 74.0 125 0 NA
## 2202 73.8 128 0 0.01
## 2203 73.6 131 0 0.01
## 2204 73.2 136 0 0.01
## 2205 73.0 139 0 2.15
## 2206 72.6 144 0 3.01
## 2208 72.5 146 0 3.97
## 2209 72.2 149 0 3.85
## 2211 71.6 16 0 3.63
## 2216 72.0 18 0 3.00
## 2218 67.5 19 0 NA
## 2223 66.2 24 0 5.58
## 2224 65.8 21 0 4.13
## 2227 64.7 22 0 5.46
## 2234 74.5 88 7 NA
## 2235 74.4 88 7 0.09
## 2236 74.3 89 8 0.09
## 2237 74.1 9 8 0.09
## 2238 73.9 92 8 0.09
## 2239 73.7 94 8 0.09
## 2240 73.4 97 8 0.09
## 2241 73.3 98 9 0.09
## 2242 73.2 99 9 0.10
## 2243 73.2 1 9 0.08
## 2244 73.1 11 9 0.05
## 2245 73.1 12 9 0.06
## 2246 73.0 13 9 0.05
## 2247 72.9 15 10 0.05
## 2248 72.8 17 10 0.05
## 2249 72.6 11 10 0.05
## 2253 65.6 2 20 0.28
## 2254 64.9 26 20 0.32
## 2258 62.1 23 22 0.32
## 2265 57.5 25 27 0.29
## 2266 75.6 121 1 NA
## 2267 75.4 123 1 9.09
## 2268 75.3 122 1 9.16
## 2269 74.9 126 1 9.38
## 2270 74.6 127 1 9.56
## 2271 74.4 128 1 9.65
## 2272 74.1 131 1 9.85
## 2273 74.0 132 1 9.54
## 2274 73.8 132 1 9.30
## 2275 73.6 133 1 8.58
## 2276 73.0 135 1 9.60
## 2277 73.0 134 1 7.42
## 2278 73.0 134 1 7.25
## 2279 72.9 133 1 6.95
## 2280 73.1 135 1 7.53
## 2281 72.6 141 1 7.38
## 2283 73.0 17 0 0.01
## 2287 72.4 18 0 6.51
## 2300 54.0 47 23 0.01
## 2306 45.3 45 29 3.86
## 2308 43.3 48 30 3.83
## 2310 41.5 57 30 4.07
## 2314 83.1 55 0 1.79
## 2315 82.9 56 0 1.83
## 2316 82.7 57 0 1.83
## 2317 82.5 59 0 1.89
## 2318 82.2 6 0 1.80
## 2319 82.0 61 0 1.84
## 2320 81.7 62 0 1.73
## 2321 81.4 64 0 1.70
## 2322 81.1 65 0 1.60
## 2323 87.0 66 0 1.55
## 2324 82.0 69 0 1.49
## 2325 79.7 71 0 1.45
## 2326 79.3 73 0 1.43
## 2327 79.0 74 0 2.16
## 2328 78.7 76 0 2.08
## 2329 78.3 78 0 2.03
## 2330 76.7 19 0 NA
## 2331 76.4 113 0 10.60
## 2332 76.1 114 0 9.89
## 2333 75.8 118 0 10.12
## 2334 75.6 122 0 10.24
## 2335 75.1 124 0 10.13
## 2336 75.0 131 0 10.63
## 2337 74.7 136 0 11.37
## 2338 74.4 14 0 10.58
## 2339 74.3 138 0 10.28
## 2340 74.0 141 0 10.81
## 2341 74.1 138 0 10.03
## 2342 73.8 144 0 9.85
## 2343 73.7 145 0 10.78
## 2344 73.3 145 0 10.73
## 2345 73.0 147 0 11.06
## 2346 88.0 74 0 NA
## 2347 87.0 76 0 10.46
## 2348 85.0 78 0 9.53
## 2349 82.0 81 0 10.95
## 2350 79.8 84 0 10.61
## 2351 79.5 87 0 10.32
## 2352 79.1 9 0 10.52
## 2353 78.9 96 0 10.94
## 2354 78.3 12 0 11.02
## 2355 78.1 17 0 12.26
## 2356 77.5 14 0 11.14
## 2357 77.2 113 0 10.00
## 2358 76.5 119 0 11.58
## 2359 76.6 117 0 9.29
## 2360 76.2 124 0 10.80
## 2361 76.0 122 0 11.90
## 2370 67.6 2 0 0.85
## 2371 67.6 2 0 0.99
## 2372 67.4 24 0 0.90
## 2373 67.1 29 0 1.18
## 2375 66.5 22 0 1.08
## 2386 51.5 34 52 0.01
## 2397 59.2 48 43 7.38
## 2425 48.9 38 31 NA
## 2426 82.8 56 1 NA
## 2427 82.6 58 1 0.01
## 2428 82.4 6 1 9.25
## 2429 82.0 61 1 9.35
## 2430 82.1 63 1 9.62
## 2431 81.9 64 1 9.78
## 2432 81.6 66 2 9.99
## 2433 81.3 7 2 10.24
## 2434 89.0 72 2 11.05
## 2435 88.0 73 2 11.86
## 2436 81.0 77 2 11.92
## 2437 81.0 79 2 11.96
## 2438 79.4 83 2 12.09
## 2439 79.5 83 2 12.26
## 2440 79.4 84 2 9.86
## 2441 79.1 86 2 11.12
## 2442 74.9 138 3 NA
## 2443 74.7 141 3 2.37
## 2444 74.6 142 3 2.56
## 2445 74.5 143 3 2.80
## 2446 74.5 141 3 3.03
## 2447 74.5 138 3 2.31
## 2450 73.7 146 4 2.29
## 2451 73.8 145 4 1.96
## 2452 74.2 138 4 1.97
## 2454 73.9 146 5 1.69
## 2455 73.7 149 5 1.62
## 2456 72.7 16 5 1.68
## 2467 61.0 26 66 1.90
## 2479 73.0 19 0 5.26
## 2482 69.5 22 0 4.72
## 2484 68.9 25 0 4.47
## 2496 52.6 46 3 4.90
## 2498 50.0 51 3 5.55
## 2500 46.0 63 3 5.08
## 2501 45.6 69 3 5.78
## 2502 45.9 6 3 5.65
## 2506 82.4 53 0 NA
## 2507 82.3 54 0 7.30
## 2508 81.9 57 0 7.30
## 2509 81.7 57 0 7.40
## 2510 81.7 58 0 7.40
## 2511 81.5 58 0 7.20
## 2512 81.4 62 0 7.30
## 2513 81.1 62 0 6.90
## 2514 89.0 63 0 6.90
## 2515 88.0 64 0 6.50
## 2516 85.0 66 0 6.50
## 2517 83.0 7 0 6.60
## 2518 82.0 69 0 6.90
## 2519 79.9 71 0 6.90
## 2520 79.8 73 0 6.60
## 2521 79.6 73 0 6.20
## 2522 83.4 49 0 NA
## 2523 83.2 51 0 9.61
## 2524 83.0 52 0 9.73
## 2525 82.7 54 0 9.86
## 2526 82.6 55 0 9.99
## 2527 82.3 57 0 10.01
## 2528 82.1 6 0 10.15
## 2529 82.0 6 0 10.29
## 2530 81.7 63 0 10.44
## 2531 81.5 65 0 10.24
## 2532 81.1 66 0 10.15
## 2533 81.0 69 0 10.55
## 2534 85.0 72 0 10.82
## 2535 84.0 74 0 10.85
## 2536 82.0 75 0 11.12
## 2537 79.7 78 0 11.26
## 2540 63.6 37 7 0.01
## 2541 62.8 32 7 0.01
## 2543 73.7 127 7 0.78
## 2544 73.8 124 7 0.81
## 2545 73.8 122 8 0.80
## 2546 73.8 121 8 0.83
## 2547 73.7 123 8 0.97
## 2548 73.5 127 9 0.92
## 2549 73.2 131 9 0.93
## 2550 73.0 134 9 1.29
## 2551 72.8 135 9 1.25
## 2552 72.7 135 10 1.29
## 2553 72.6 136 10 1.41
## 2570 74.9 148 8 NA
## 2576 73.7 16 11 5.88
## 2586 75.7 12 0 NA
## 2587 75.5 12 0 1.13
## 2588 75.3 14 0 1.03
## 2589 75.1 15 0 1.23
## 2590 74.9 17 0 1.16
## 2591 74.7 18 0 1.47
## 2592 74.4 111 0 1.77
## 2593 74.2 111 0 1.72
## 2594 73.5 12 0 1.75
## 2595 73.7 122 0 1.74
## 2596 73.6 12 0 1.75
## 2597 73.5 12 0 2.07
## 2598 73.2 126 0 2.40
## 2599 72.8 128 0 2.53
## 2600 73.1 126 0 3.27
## 2601 72.6 125 0 2.86
## 2612 63.7 26 3 0.36
## 2614 61.0 25 3 0.44
## 2622 58.3 34 14 1.44
## 2634 73.5 133 0 NA
## 2635 73.3 135 0 0.01
## 2636 73.2 137 0 0.01
## 2637 73.0 138 0 0.01
## 2638 72.9 14 0 0.96
## 2639 72.8 142 0 1.24
## 2640 72.5 147 0 1.08
## 2641 72.6 145 0 1.10
## 2642 72.5 146 0 2.05
## 2643 72.4 148 0 1.79
## 2644 72.3 15 0 1.57
## 2650 71.2 17 0 NA
## 2661 69.4 19 0 5.82
## 2666 75.3 1 3 NA
## 2667 75.1 12 3 1.39
## 2668 74.9 13 3 1.29
## 2669 74.9 13 3 1.30
## 2670 74.8 13 3 1.29
## 2671 74.8 12 3 1.28
## 2672 74.7 12 3 1.40
## 2673 74.7 12 3 1.37
## 2674 74.6 12 3 1.24
## 2675 74.4 12 3 1.46
## 2676 74.2 14 3 1.37
## 2677 74.0 15 3 1.36
## 2678 73.7 17 4 1.34
## 2679 73.5 19 4 1.17
## 2680 73.2 11 4 1.19
## 2681 72.9 112 4 1.21
## 2682 75.8 16 15 NA
## 2683 75.5 17 16 1.45
## 2684 75.2 19 17 1.41
## 2685 74.8 112 19 1.54
## 2686 74.5 114 20 1.53
## 2687 74.2 116 21 1.49
## 2688 73.9 118 23 1.40
## 2689 73.5 121 25 1.39
## 2690 73.2 124 26 1.26
## 2691 72.8 126 28 1.29
## 2692 72.4 129 30 1.29
## 2693 72.0 132 33 1.35
## 2694 71.6 135 35 1.42
## 2695 71.2 138 38 1.47
## 2696 78.0 14 41 1.49
## 2697 74.0 143 44 1.54
## 2701 65.6 22 7 2.75
## 2716 61.5 38 68 0.01
## 2722 56.3 41 84 9.79
## 2723 55.5 41 88 9.65
## 2724 54.9 41 93 9.81
## 2727 51.0 53 109 10.16
## 2732 78.0 23 4 8.06
## 2734 77.0 25 5 8.44
## 2735 75.0 24 5 8.48
## 2747 77.1 75 1 NA
## 2748 76.9 77 1 1.91
## 2749 76.7 78 1 1.82
## 2750 76.5 8 1 1.75
## 2751 76.3 81 1 1.73
## 2752 76.2 82 1 1.69
## 2753 76.0 84 1 1.73
## 2754 75.8 85 1 1.86
## 2755 75.6 87 1 1.69
## 2756 75.4 89 1 1.74
## 2757 75.3 92 1 1.79
## 2758 75.1 95 1 1.77
## 2759 74.9 98 1 1.74
## 2760 74.7 11 1 1.72
## 2761 74.5 14 1 1.67
## 2762 74.2 17 1 1.64
## 2763 81.2 69 3 10.66
## 2764 81.0 71 3 10.37
## 2765 87.0 72 3 10.32
## 2766 86.0 72 3 10.42
## 2767 86.0 74 3 10.68
## 2768 82.0 77 3 10.88
## 2769 81.0 78 4 10.79
## 2770 79.6 8 4 11.47
## 2771 79.5 8 4 11.84
## 2772 79.3 82 4 11.61
## 2773 79.0 82 4 12.05
## 2774 78.8 83 4 12.22
## 2775 78.3 86 4 11.85
## 2776 78.2 87 4 11.44
## 2777 78.0 88 4 10.91
## 2778 77.8 89 4 10.59
## 2780 67.0 34 86 0.01
## 2784 57.5 36 89 4.19
## 2792 52.0 46 106 3.37
## 2793 49.6 46 110 4.09
## 2795 79.3 13 23 NA
## 2796 79.1 14 23 8.82
## 2797 78.9 16 23 8.82
## 2798 78.8 16 24 8.82
## 2799 78.7 16 25 8.67
## 2800 78.7 15 25 8.55
## 2801 78.5 18 26 8.71
## 2802 78.2 18 27 8.74
## 2803 78.1 11 27 8.74
## 2804 77.8 113 28 8.63
## 2805 77.5 112 28 8.52
## 2806 77.5 111 28 8.48
## 2807 77.2 114 28 8.40
## 2808 77.0 115 28 8.33
## 2809 76.9 115 28 8.25
## 2810 76.8 114 28 8.21
## 2811 77.0 116 0 NA
## 2812 76.8 117 0 6.03
## 2813 76.8 117 0 5.82
## 2814 76.5 118 0 5.77
## 2815 77.0 111 0 5.97
## 2816 76.3 118 0 6.21
## 2817 76.6 118 0 6.67
## 2818 76.4 119 1 6.76
## 2819 75.4 124 1 6.67
## 2820 76.2 117 1 6.58
## 2821 75.7 123 1 6.35
## 2822 75.4 122 1 5.66
## 2823 75.4 121 1 5.11
## 2824 75.4 124 1 5.86
## 2825 75.2 123 1 6.48
## 2826 75.1 131 1 6.65
## 2843 72.0 13 0 NA
## 2844 71.7 134 0 0.01
## 2845 71.6 135 0 0.01
## 2846 71.4 138 0 0.01
## 2847 71.2 141 0 0.85
## 2848 71.0 145 0 0.91
## 2849 78.0 149 0 0.83
## 2858 69.0 18 0 1.21
## 2875 76.0 127 28 NA
## 2876 75.9 128 28 4.09
## 2877 75.7 129 28 4.00
## 2878 75.6 13 29 4.12
## 2879 75.4 131 29 3.94
## 2880 75.2 133 29 3.93
## 2881 75.0 134 29 3.86
## 2882 74.9 135 28 3.58
## 2883 74.7 136 28 3.01
## 2884 74.6 136 28 2.56
## 2885 74.4 136 29 2.70
## 2886 74.2 136 29 2.86
## 2887 74.0 137 30 2.19
## 2888 73.8 137 30 2.03
## 2889 73.6 138 32 1.84
## 2890 73.4 139 33 1.60
## 2899 63.4 24 38 0.05
## 2904 61.5 25 45 0.07
## 2907 61.8 33 27 NA
## 2914 55.7 45 31 2.12
## 2919 46.4 64 39 2.33
## 2920 45.5 69 41 2.44
## 2931 46.6 67 29 3.88
## 2932 45.4 7 28 4.57
## 2936 44.8 73 25 4.43
## percentage.expenditure Hepatitis.B Measles BMI under.five.deaths Polio
## 14 1.688735e+01 64 1000 13.0 122 36
## 17 3.649752e+02 99 0 58.0 0 99
## 18 4.287491e+02 98 0 57.2 1 98
## 19 4.308770e+02 99 0 56.5 1 99
## 20 4.124434e+02 99 9 55.8 1 99
## 21 4.370621e+02 99 28 55.1 1 99
## 22 4.182276e+01 99 10 54.3 1 99
## 23 3.480560e+02 98 0 53.5 1 98
## 24 3.662207e+01 99 0 52.6 1 99
## 25 3.224655e+01 98 22 51.7 1 99
## 26 3.302154e+00 98 68 5.8 1 97
## 27 2.699312e+01 98 6 49.9 1 97
## 28 2.218428e+02 99 7 48.9 1 98
## 29 1.471929e+01 97 8 47.9 1 97
## 30 1.045169e+02 96 16 46.9 1 98
## 31 9.620557e+01 96 18 46.0 1 97
## 32 9.171154e+01 96 662 45.0 1 97
## 33 0.000000e+00 95 63 59.5 24 95
## 34 5.423732e+01 95 0 58.4 24 95
## 35 5.444507e+02 95 25 57.2 24 95
## 36 5.559261e+02 95 18 56.1 24 95
## 37 5.090020e+02 95 112 55.0 24 95
## 38 4.307176e+02 95 103 53.9 24 95
## 39 3.520636e+02 94 107 52.8 23 94
## 40 4.308717e+01 91 217 51.8 23 92
## 41 3.203239e+02 9 0 5.8 23 95
## 42 2.702402e+02 8 944 49.8 23 95
## 43 2.548923e+00 83 1000 48.9 22 88
## 44 2.203937e+02 81 1000 47.9 23 86
## 45 2.501852e+01 NA 1000 47.0 23 87
## 46 1.485120e+02 NA 1000 46.1 23 86
## 47 1.479861e+02 NA 1000 45.3 24 89
## 48 1.544559e+02 NA 0 44.4 25 86
## 63 3.035994e+01 NA 1000 15.8 159 41
## 64 1.588149e+01 NA 1000 15.4 160 3
## 65 0.000000e+00 99 0 47.7 0 86
## 66 2.423000e+03 99 0 47.0 0 96
## 67 1.991430e+03 99 0 46.4 0 98
## 68 2.156230e+03 98 0 45.7 0 97
## 69 1.810875e+03 99 0 45.1 0 99
## 70 1.983957e+03 98 0 44.4 0 99
## 71 1.493587e+02 98 0 43.8 0 98
## 72 1.807763e+02 98 0 43.2 0 99
## 73 2.579665e+02 97 0 42.6 0 98
## 74 2.163147e+02 99 0 42.0 0 99
## 75 1.455608e+03 99 0 41.4 0 98
## 76 2.286295e+01 97 0 4.8 0 97
## 81 0.000000e+00 94 0 62.8 9 93
## 82 8.473717e+02 94 1 62.2 9 92
## 83 1.001796e+03 94 0 61.6 10 99
## 84 1.133558e+03 91 2 61.0 10 99
## 85 1.504329e+03 91 3 6.4 10 93
## 86 1.876110e+02 94 17 59.8 11 95
## 87 1.398043e+03 94 3 59.2 11 97
## 88 1.413735e+03 9 0 58.6 11 94
## 89 1.105659e+03 85 0 58.0 12 92
## 90 9.611775e+02 84 0 57.5 12 92
## 91 9.616653e+01 88 0 56.9 12 95
## 92 7.193664e+02 81 0 56.3 12 91
## 93 5.758467e+01 73 0 55.7 13 95
## 94 4.701869e+02 66 0 55.1 13 94
## 95 1.230129e+02 NA 0 54.6 13 85
## 96 1.349025e+03 NA 6 54.0 14 88
## 97 0.000000e+00 94 33 54.9 1 96
## 98 2.956087e+02 93 13 54.1 1 95
## 99 2.794291e+02 95 10 53.3 1 96
## 100 2.741527e+02 95 0 52.6 1 96
## 101 2.609964e+02 95 0 51.9 1 96
## 102 2.243212e+02 94 2 51.2 1 96
## 103 2.011855e+02 93 0 5.7 1 94
## 104 2.888898e+00 89 0 5.1 1 91
## 105 4.457220e+01 85 1 49.7 1 9
## 106 2.445353e+02 78 137 49.2 1 87
## 107 2.021823e+01 91 1000 48.8 1 92
## 108 9.774088e+01 91 1000 48.4 1 93
## 109 7.341493e+00 93 4 48.1 1 96
## 110 5.717810e+01 91 40 47.8 1 96
## 111 5.319373e+01 69 69 47.4 1 97
## 112 3.275627e+01 55 15 47.1 1 96
## 113 0.000000e+00 93 74 66.6 1 93
## 114 1.076936e+04 91 340 66.1 1 92
## 115 1.173485e+04 91 158 65.5 1 91
## 116 1.171500e+04 91 199 65.0 1 92
## 117 1.098627e+04 92 190 64.4 1 92
## 118 8.875786e+03 92 70 63.9 1 92
## 119 7.172275e+03 94 104 63.4 1 92
## 120 8.547292e+03 94 65 62.9 1 92
## 121 8.725986e+02 94 11 62.5 2 92
## 122 6.187062e+03 95 0 62.0 2 92
## 123 5.791332e+02 95 10 61.5 2 92
## 124 5.885684e+02 95 70 6.9 1 92
## 125 3.829551e+03 95 91 6.3 1 92
## 126 4.638718e+01 95 32 59.6 2 92
## 127 3.064301e+03 94 141 59.0 2 91
## 128 3.471874e+02 NA 108 58.2 2 9
## 129 0.000000e+00 93 309 57.6 0 93
## 130 8.350194e+03 98 117 57.1 0 98
## 131 9.058501e+01 95 0 56.6 0 95
## 132 7.878372e+03 92 36 56.1 0 92
## 133 8.272307e+03 89 68 55.7 0 89
## 134 7.423229e+03 86 52 55.2 0 86
## 135 8.053558e+03 83 49 54.7 0 83
## 136 8.329732e+03 83 448 54.2 0 83
## 137 7.453864e+03 85 20 53.7 0 85
## 138 6.992899e+01 83 23 53.2 0 83
## 139 5.992588e+03 86 9 52.7 0 86
## 140 5.316877e+03 83 15 52.2 0 83
## 141 5.044309e+02 83 90 51.7 0 84
## 142 3.979058e+03 81 0 51.2 0 82
## 143 3.582848e+03 44 0 5.6 0 83
## 144 3.557456e+03 33 0 5.1 0 71
## 145 0.000000e+00 96 0 52.5 6 98
## 146 3.061824e+02 94 0 51.5 6 97
## 147 2.756515e+02 93 164 5.6 6 96
## 148 2.856104e+02 88 0 49.7 6 92
## 149 2.631427e+02 84 0 48.8 6 91
## 150 2.465686e+02 8 0 48.0 6 85
## 151 2.248638e+01 74 0 47.3 6 84
## 152 2.062616e+02 68 5 46.6 6 85
## 153 1.760107e+02 62 0 45.9 7 81
## 158 3.933254e+01 5 1000 43.1 9 8
## 160 3.509463e+01 NA 210 42.1 11 75
## 161 0.000000e+00 95 0 64.5 0 95
## 162 0.000000e+00 96 0 63.8 0 96
## 174 0.000000e+00 89 0 56.0 0 93
## 177 0.000000e+00 98 0 63.6 0 98
## 178 3.672557e+02 98 46 62.9 0 98
## 179 3.968696e+00 99 0 62.2 0 99
## 180 2.211216e+03 99 0 61.5 0 99
## 181 1.977735e+02 99 0 6.8 0 99
## 182 2.667696e+02 99 0 6.1 0 99
## 183 3.329348e+02 98 3 59.3 0 97
## 184 2.315479e+02 97 2 58.5 0 97
## 185 2.783603e+02 97 7 57.6 0 97
## 186 1.707374e+02 98 3 56.8 0 98
## 187 1.553469e+03 98 4 56.1 0 98
## 188 1.380228e+03 98 11 55.6 0 98
## 189 1.214558e+03 98 12 55.2 0 97
## 190 1.064303e+02 98 8 55.0 0 98
## 191 1.150418e+03 99 5 54.8 0 99
## 192 1.677271e+02 97 6 54.5 0 97
## 193 0.000000e+00 97 240 18.3 113 97
## 194 1.044640e+01 97 289 17.7 121 97
## 195 5.282986e+01 96 237 17.0 130 96
## 196 5.925893e+01 94 1000 16.4 139 94
## 197 6.234988e+01 96 1000 15.8 150 96
## 198 6.265945e+01 94 788 15.2 161 94
## 199 5.326400e+01 97 718 14.6 173 97
## 200 4.248865e+01 96 1000 14.0 186 96
## 209 0.000000e+00 97 0 54.5 0 97
## 210 2.949057e+02 94 0 53.7 0 95
## 211 2.630373e+02 91 0 53.0 0 91
## 212 2.600044e+02 87 0 52.2 0 88
## 213 1.739826e+02 91 0 51.4 0 91
## 214 1.549631e+02 86 0 5.7 0 9
## 215 3.271618e+02 93 0 49.9 0 93
## 216 2.552277e+01 85 0 49.2 0 85
## 217 1.641310e+03 93 0 48.4 0 93
## 218 1.815001e+02 84 0 47.7 0 85
## 219 1.311440e+03 92 0 46.9 0 91
## 220 1.660083e+02 93 0 46.2 0 93
## 221 1.351399e+01 91 0 45.4 0 9
## 222 1.330995e+02 66 0 44.6 0 86
## 223 1.381665e+02 18 0 43.8 0 93
## 224 1.140616e+03 NA 0 43.0 0 86
## 227 1.109855e+03 98 16 61.1 1 98
## 241 0.000000e+00 98 47 63.7 1 99
## 242 7.163349e+03 98 70 63.4 1 99
## 243 7.023594e+02 98 39 63.0 1 99
## 244 6.644739e+02 98 109 62.6 1 99
## 245 7.135297e+02 97 576 62.3 1 98
## 246 6.657356e+02 97 40 61.9 1 98
## 247 6.719377e+02 97 33 61.6 1 98
## 248 7.191052e+03 98 98 61.3 1 99
## 249 6.403561e+02 94 64 6.9 1 99
## 250 5.579199e+03 94 15 6.6 1 99
## 251 5.068214e+03 77 26 6.2 1 97
## 252 5.160508e+03 64 61 59.8 1 96
## 253 5.073062e+02 64 44 59.4 1 96
## 254 3.203178e+02 6 0 59.0 1 96
## 255 2.943375e+03 6 83 58.5 1 96
## 256 2.872085e+02 6 0 58.1 1 96
## 259 6.292019e+02 95 0 49.3 0 95
## 269 3.127996e+02 96 0 42.6 0 95
## 271 2.516587e+02 96 0 41.4 0 96
## 303 8.574030e+00 89 756 14.4 1 88
## 310 0.000000e+00 91 0 49.3 12 9
## 311 0.000000e+00 93 0 48.6 12 92
## 317 0.000000e+00 8 0 44.7 17 82
## 321 0.000000e+00 82 1000 55.8 0 74
## 322 7.328662e+02 89 1000 55.3 0 86
## 323 7.561063e+01 91 0 54.7 0 87
## 324 6.938226e+02 92 22 54.2 0 87
## 325 7.959131e+00 88 10 53.7 0 89
## 326 6.303884e+02 89 45 53.1 0 9
## 327 6.450213e+02 9 22 52.6 0 9
## 328 6.604635e+01 88 8 52.1 0 92
## 329 8.240356e+00 94 166 51.5 0 95
## 330 3.825414e+01 9 17 51.0 0 91
## 331 4.571354e+01 93 23 5.5 0 95
## 332 3.479919e+00 36 28 49.9 0 87
## 333 3.986518e+01 NA 18 49.4 0 87
## 334 1.511399e+02 NA 28 48.8 0 86
## 335 1.432947e+02 NA 0 48.2 0 92
## 336 1.656169e+02 NA 43 47.6 0 87
## 340 1.283447e+01 95 7 36.2 3 96
## 353 0.000000e+00 96 214 56.1 47 98
## 354 8.316465e+01 96 876 55.3 49 96
## 355 9.162708e+02 96 220 54.5 52 96
## 356 8.431946e+02 96 2 53.6 54 96
## 364 1.866090e+02 96 0 46.9 93 99
## 369 0.000000e+00 99 4 41.2 0 99
## 370 2.691433e+02 99 1 4.2 0 99
## 371 2.845306e+03 98 0 39.2 0 99
## 372 3.192634e+03 99 1 38.2 0 99
## 373 2.957730e+02 93 4 37.2 0 99
## 374 2.218364e+03 96 0 36.2 0 99
## 375 1.873687e+03 96 2 35.2 0 99
## 376 2.538941e+03 96 3 34.2 0 97
## 377 2.048557e+03 97 0 33.2 0 95
## 378 2.497533e+01 99 0 32.2 0 94
## 379 1.797148e+02 99 9 31.2 0 93
## 380 1.504300e+03 99 16 3.1 0 92
## 381 1.406512e+03 99 24 29.1 0 99
## 382 9.417037e+02 99 0 28.0 0 99
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## 1768 4.990987e+01 76 145 21.3 90 73
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## 1771 3.975217e+01 74 60 2.1 101 74
## 1772 7.969158e-01 75 4 19.7 104 74
## 1779 3.782512e+01 25 1000 16.9 132 72
## 1780 4.717251e+01 NA 1000 16.5 136 69
## 1782 4.533789e+01 88 122 22.9 52 88
## 1783 3.833793e+01 75 1000 22.1 55 76
## 1784 3.842791e+01 58 1000 21.3 58 87
## 1785 2.123699e+01 4 1000 2.5 61 9
## 1786 1.748294e+01 92 190 19.8 65 9
## 1790 4.632776e+00 75 760 17.0 83 82
## 1803 5.756748e+02 NA 1000 31.0 4 83
## 1812 3.580979e+01 NA 469 24.5 4 8
## 1823 4.587990e+01 69 1000 14.4 41 91
## 1824 4.259753e+00 41 1000 13.9 44 78
## 1826 2.790965e+00 2 1000 12.9 50 76
## 1828 2.192814e+01 NA 1000 11.9 58 73
## 1830 0.000000e+00 94 7 62.1 1 95
## 1831 1.491704e+03 92 140 61.6 1 96
## 1832 1.475030e+03 51 1000 61.0 1 97
## 1833 1.162657e+03 2 10 6.5 1 97
## 1834 1.047370e+03 2 51 59.9 1 97
## 1835 1.035621e+03 NA 15 59.3 1 97
## 1836 9.685859e+01 NA 15 58.6 1 97
## 1837 1.087341e+04 NA 109 57.9 1 97
## 1838 9.689733e+03 NA 10 57.3 1 97
## 1839 8.344010e+03 NA 1 56.5 1 96
## 1840 6.577508e+03 NA 4 55.8 1 96
## 1841 5.170131e+03 NA 11 55.0 1 98
## 1842 4.472611e+03 NA 4 54.2 1 98
## 1843 3.455197e+03 NA 3 53.4 1 97
## 1844 3.054516e+03 NA 0 52.6 1 97
## 1845 2.944640e+03 NA 1000 51.8 1 97
## 1846 0.000000e+00 92 10 67.5 0 92
## 1847 1.040278e+03 93 280 66.9 0 93
## 1848 1.001908e+04 93 8 66.4 0 92
## 1849 9.245654e+02 93 68 65.9 0 93
## 1850 8.342406e+03 95 597 65.3 0 95
## 1851 6.664149e+03 9 43 64.8 0 93
## 1852 6.357705e+01 93 198 64.3 0 92
## 1853 6.761289e+03 9 0 63.8 0 89
## 1854 6.063107e+02 88 25 63.2 0 88
## 1855 4.962228e+02 87 20 62.6 0 89
## 1856 4.910559e+02 87 20 62.1 0 89
## 1857 4.423775e+02 88 33 61.5 0 87
## 1858 3.661793e+03 89 66 6.9 0 86
## 1859 2.892257e+03 89 21 6.3 0 84
## 1860 2.205986e+03 9 65 59.6 0 82
## 1861 2.143021e+03 9 65 58.9 0 82
## 1862 0.000000e+00 98 0 54.0 2 99
## 1863 4.731238e+02 98 0 53.2 3 99
## 1866 3.216133e+02 98 0 5.9 3 99
## 1871 2.141124e+01 88 0 47.1 4 88
## 1878 0.000000e+00 65 1000 19.3 87 65
## 1890 2.026877e+01 NA 1000 14.6 121 44
## 1904 6.416253e+00 18 1000 19.3 893 45
## 1905 5.722556e+01 NA 1000 18.8 907 43
## 1906 3.019551e+01 NA 1000 18.3 918 42
## 1907 1.713775e+01 NA 1000 17.8 928 4
## 1908 1.583099e+01 NA 1000 17.3 936 36
## 1909 2.248178e+01 NA 1000 16.9 943 31
## 1911 0.000000e+00 NA 14 61.2 0 95
## 1912 1.776383e+02 NA 3 6.8 0 93
## 1913 2.347829e+02 NA 8 6.3 0 94
## 1914 2.094191e+03 NA 4 59.8 0 95
## 1915 2.773551e+02 NA 39 59.4 0 94
## 1916 1.526806e+04 NA 3 58.9 0 93
## 1917 1.423749e+02 NA 2 58.5 0 94
## 1918 1.707131e+03 NA 4 58.0 0 94
## 1919 1.482941e+04 NA 0 57.5 0 93
## 1920 1.282925e+04 NA 0 57.0 0 94
## 1921 1.179253e+04 NA 0 56.5 0 91
## 1922 1.009825e+03 NA 7 55.9 0 92
## 1923 8.807381e+02 NA 8 55.3 0 92
## 1924 7.496823e+02 NA 5 54.6 0 93
## 1925 6.356827e+03 NA 4 54.0 0 91
## 1926 6.191212e+03 NA 0 53.3 0 91
## 1927 0.000000e+00 99 0 54.6 1 99
## 1928 1.661914e+02 99 0 53.5 1 99
## 1929 1.154893e+03 98 0 52.8 1 99
## 1930 1.055835e+03 98 13 52.3 1 99
## 1931 1.582771e+02 99 5 52.0 1 99
## 1932 1.292261e+02 99 3 51.8 1 99
## 1933 1.040629e+03 98 19 51.5 1 96
## 1934 1.230966e+02 99 18 51.1 1 97
## 1935 8.845038e+01 99 24 5.6 1 97
## 1936 7.851141e+01 99 13 5.1 1 98
## 1937 8.540116e+02 99 25 49.5 1 99
## 1938 7.046762e+01 99 18 48.9 1 99
## 1939 6.565631e+01 99 1 48.1 1 99
## 1940 5.859171e+02 99 5 47.3 1 99
## 1941 5.645426e+02 99 15 46.5 1 99
## 1942 6.286658e+01 99 15 45.9 1 99
## 1953 3.059321e+01 7 1000 18.9 459 78
## 1958 1.884534e+01 NA 1000 16.4 495 65
## 1960 0.000000e+00 73 0 57.8 1 72
## 1961 1.842464e+03 8 0 57.1 1 8
## 1962 1.694467e+03 8 0 56.3 1 81
## 1963 2.017491e+02 85 0 55.6 1 87
## 1964 1.192124e+02 87 4 54.9 1 91
## 1965 1.199320e+03 94 0 54.2 2 95
## 1966 1.092155e+03 85 0 53.4 2 85
## 1967 9.568230e+02 86 0 52.7 2 86
## 1968 7.625080e+01 85 0 51.9 2 84
## 1969 6.311252e+02 88 0 51.1 2 98
## 1970 6.239101e+02 92 0 5.3 2 88
## 1971 5.276085e+02 95 0 49.5 2 92
## 1972 5.845976e+01 98 0 48.6 2 95
## 1973 7.880940e+01 98 0 47.8 2 99
## 1974 7.320514e+00 98 0 46.9 2 95
## 1975 9.871021e+00 NA 0 45.9 2 99
## 1983 1.037278e+02 59 0 43.4 14 76
## 1986 1.205552e+01 63 1000 41.1 15 61
## 1992 0.000000e+00 93 0 5.2 3 89
## 1993 5.617685e+02 87 0 49.4 3 83
## 1994 5.734347e+02 86 0 48.6 3 8
## 1995 4.418446e+02 87 0 47.9 3 83
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## 2006 2.338489e+02 NA 0 39.8 5 9
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## 2011 8.859858e+02 95 0 53.6 11 94
## 2012 7.595381e+02 91 0 52.9 12 91
## 2013 6.943935e+01 93 0 52.2 12 92
## 2014 5.704532e+02 93 0 51.5 13 92
## 2015 5.849897e+01 93 1 5.8 14 93
## 2016 5.164037e+02 93 0 5.2 15 93
## 2017 4.487670e+02 94 0 49.5 15 94
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## 2813 4.828039e+02 94 0 62.9 0 94
## 2814 3.397190e+02 95 0 62.3 0 95
## 2815 4.179117e+02 95 0 61.8 1 95
## 2816 2.331533e+03 95 0 61.2 1 95
## 2817 1.871737e+03 95 0 6.7 1 95
## 2818 2.473142e+01 94 0 6.1 1 94
## 2819 1.447306e+01 94 0 59.5 1 94
## 2820 1.712226e+03 95 0 58.9 1 95
## 2821 1.525448e+02 96 0 58.3 1 96
## 2822 8.823564e+02 94 0 57.7 1 95
## 2823 1.608400e+02 91 0 57.0 1 91
## 2824 2.746881e+01 95 0 56.3 1 93
## 2825 4.214804e+02 94 0 55.7 1 94
## 2826 6.459584e+02 92 0 55.0 1 92
## 2843 0.000000e+00 64 39 53.3 0 65
## 2844 5.648167e+02 64 10 52.5 0 65
## 2845 4.475456e+02 64 0 51.7 0 65
## 2846 4.279885e+02 64 0 5.8 0 65
## 2847 4.579732e+02 63 0 49.9 0 65
## 2848 4.718627e+02 62 0 49.1 0 66
## 2849 3.610941e+02 62 0 48.2 0 66
## 2858 2.190075e+01 7 9 41.1 0 67
## 2875 0.000000e+00 97 256 17.5 35 97
## 2876 0.000000e+00 95 1000 16.7 35 96
## 2877 0.000000e+00 59 1000 16.0 35 93
## 2878 0.000000e+00 97 578 15.3 36 97
## 2879 0.000000e+00 95 750 14.7 36 96
## 2880 0.000000e+00 88 1000 14.0 35 94
## 2881 0.000000e+00 94 1000 13.4 35 97
## 2882 0.000000e+00 87 352 12.9 35 93
## 2883 0.000000e+00 67 17 12.3 35 92
## 2884 0.000000e+00 93 1000 11.8 35 94
## 2885 0.000000e+00 94 410 11.3 36 94
## 2886 0.000000e+00 94 217 1.9 36 96
## 2887 0.000000e+00 78 1000 1.4 37 96
## 2888 0.000000e+00 NA 1000 1.0 39 92
## 2889 0.000000e+00 NA 1000 9.6 41 96
## 2890 0.000000e+00 NA 1000 9.2 43 96
## 2899 0.000000e+00 79 13 35.1 49 79
## 2904 0.000000e+00 31 890 32.2 61 64
## 2907 0.000000e+00 9 9 23.4 40 9
## 2914 1.536784e+02 87 140 19.7 49 9
## 2919 6.578997e+01 NA 881 17.6 62 85
## 2920 5.404348e+01 NA 1000 17.3 66 85
## 2931 2.981457e+01 72 242 28.2 46 73
## 2932 3.426217e+01 68 212 27.9 45 71
## 2936 0.000000e+00 73 304 26.3 40 73
## Total.expenditure Diphtheria HIV.AIDS GDP Population
## 14 7.76 36 0.1 187.84595 21979923
## 17 6.00 99 0.1 3954.22783 28873
## 18 5.88 98 0.1 4575.76379 288914
## 19 5.66 99 0.1 4414.72314 289592
## 20 5.59 99 0.1 4247.61438 2941
## 21 5.71 99 0.1 4437.17868 295195
## 22 5.34 99 0.1 494.35883 291321
## 23 5.79 98 0.1 4114.13655 2927519
## 24 5.87 99 0.1 437.53965 2947314
## 25 6.10 98 0.1 363.13685 29717
## 26 5.86 97 0.1 35.12930 2992547
## 27 6.12 98 0.1 279.14293 311487
## 28 6.38 97 0.1 2416.58824 326939
## 29 6.27 97 0.1 189.68156 339616
## 30 6.30 98 0.1 1453.64278 3511
## 31 6.00 97 0.1 1326.97339 36173
## 32 6.26 97 0.1 1175.78898 38927
## 33 NA 95 0.1 4132.76292 39871528
## 34 7.21 95 0.1 547.85170 39113313
## 35 7.12 95 0.1 5471.86677 38338562
## 36 6.14 95 0.1 5564.82566 37565847
## 37 5.29 95 0.1 5432.25230 36819558
## 38 5.12 95 0.1 4463.39467 36117637
## 39 5.36 95 0.1 3868.83123 3546576
## 40 4.20 93 0.1 495.25487 3486715
## 41 3.82 95 0.1 3935.18334 34376
## 42 3.36 95 0.1 3464.61790 33777915
## 43 3.24 88 0.1 31.12238 33288437
## 44 3.54 86 0.1 2598.98230 3283196
## 45 3.60 87 0.1 294.33556 3243514
## 46 3.73 86 0.1 1774.33673 3199546
## 47 3.84 89 0.1 1732.85798 31592153
## 48 3.49 86 0.1 1757.17797 3118366
## 63 5.38 38 2.1 526.16874 16983266
## 64 2.79 28 2.0 555.29694 1644924
## 65 NA 99 0.2 13566.95410 NA
## 66 5.54 99 0.2 12888.29667 NA
## 67 5.33 99 0.2 12224.86416 NA
## 68 5.39 98 0.2 12565.44197 NA
## 69 5.65 99 0.1 11929.34991 NA
## 70 5.63 98 0.1 12126.87614 NA
## 71 4.86 99 0.1 1312.46692 NA
## 72 4.69 99 0.1 1473.31923 NA
## 73 4.27 99 0.1 14252.29452 NA
## 74 4.34 99 0.1 12724.39377 NA
## 75 4.41 99 0.1 11371.93895 NA
## 76 4.21 97 0.1 1352.83740 NA
## 81 NA 94 0.1 13467.12360 43417765
## 82 4.79 94 0.1 12245.25645 42981515
## 83 4.99 94 0.1 12976.63642 42539925
## 84 5.20 91 0.1 12969.77120 4296739
## 85 5.89 91 0.1 12726.98360 41656879
## 86 6.55 94 0.1 1276.26500 41223889
## 87 7.63 94 0.1 8161.36966 479947
## 88 6.66 93 0.1 8953.35928 4382389
## 89 6.49 91 0.1 7193.61764 3997224
## 90 6.68 91 0.1 5878.76127 3955889
## 91 6.85 98 0.1 576.88383 39145488
## 92 6.84 98 0.1 4251.57435 38728696
## 93 8.22 96 0.1 333.43760 3839379
## 94 8.31 93 0.1 2579.19317 3788937
## 95 9.38 83 0.1 717.69467 3747159
## 96 9.21 83 0.1 7669.27392 3757452
## 97 NA 94 0.1 369.65478 291695
## 98 4.48 93 0.1 3994.71236 29622
## 99 4.55 95 0.1 3843.59121 289359
## 100 4.48 95 0.1 3684.84810 2881922
## 101 3.71 95 0.1 3526.97814 2875581
## 102 4.56 94 0.1 3218.38166 2877311
## 103 4.55 93 0.1 2993.83253 2888584
## 104 3.80 89 0.1 41.26997 29822
## 105 4.31 88 0.1 3138.88730 293356
## 106 4.58 87 0.1 2158.29900 29585
## 107 5.25 9 0.1 1643.75840 2981259
## 108 5.50 91 0.1 1191.96192 3612
## 109 5.56 94 0.1 93.16616 31786
## 110 5.40 94 0.1 783.26170 333897
## 111 5.94 94 0.1 694.43512 35655
## 112 6.25 93 0.1 622.74275 369588
## 113 NA 93 0.1 56554.38760 23789338
## 114 9.42 92 0.1 62214.69120 2346694
## 115 9.36 91 0.1 67792.33860 23117353
## 116 9.36 92 0.1 67677.63477 22728254
## 117 9.20 92 0.1 62245.12900 223424
## 118 9.20 92 0.1 51874.84800 223175
## 119 9.50 92 0.1 42742.99898 216917
## 120 8.78 92 0.1 49664.68540 212492
## 121 8.53 92 0.1 4991.98289 28276
## 122 8.49 92 0.1 36118.28381 26979
## 123 8.45 92 0.1 3416.71483 23948
## 124 8.57 92 0.1 3472.37977 21274
## 125 8.32 93 0.1 23465.38559 198954
## 126 8.39 92 0.1 281.81763 196514
## 127 8.18 92 0.1 19517.84168 19413
## 128 8.80 9 0.1 2169.92100 19153
## 129 NA 93 0.1 43665.94700 8633169
## 130 11.21 98 0.1 51322.63997 8541575
## 131 11.14 95 0.1 554.71532 8479375
## 132 11.17 92 0.1 48333.57273 8429991
## 133 1.94 89 0.1 51126.74139 8391643
## 134 11.17 86 0.1 46657.62900 836344
## 135 11.19 83 0.1 47654.18721 8343323
## 136 1.60 83 0.1 51386.37665 8321496
## 137 1.40 85 0.1 46586.65250 8295487
## 138 1.35 83 0.1 443.99361 8268641
## 139 1.53 86 0.1 38242.42520 8227829
## 140 1.56 83 0.1 36693.42620 8171966
## 141 1.48 84 0.1 3212.93550 8121423
## 142 1.27 83 0.1 26351.37568 881957
## 143 1.12 84 0.1 24489.73553 842293
## 144 1.60 81 0.1 24517.26745 811566
## 145 NA 96 0.1 55.31382 9649341
## 146 6.40 94 0.1 7891.29978 953579
## 147 5.54 93 0.1 7875.75695 941681
## 148 5.37 89 0.1 7496.33573 9295784
## 149 5.10 87 0.1 7189.69123 917382
## 150 5.33 81 0.1 5842.85784 954332
## 151 5.85 81 0.1 495.29479 8947243
## 152 4.37 81 0.1 5574.63820 87634
## 153 5.10 79 0.1 3851.43787 85813
## 158 4.47 76 0.1 763.73858 817195
## 160 4.67 76 0.1 655.97433 8486
## 161 NA 95 0.1 NA NA
## 162 7.74 96 0.1 NA NA
## 174 5.26 94 0.1 NA NA
## 177 NA 98 0.1 22688.87824 NA
## 178 4.98 98 0.1 24983.37920 NA
## 179 4.69 99 0.1 251.18329 NA
## 180 4.37 99 0.1 23649.36661 NA
## 181 3.40 99 0.1 2281.12420 NA
## 182 3.64 99 0.1 2722.13890 NA
## 183 3.79 98 0.1 19356.67236 NA
## 184 3.17 97 0.1 2367.56535 NA
## 185 3.80 97 0.1 2977.11530 NA
## 186 3.80 98 0.1 1937.99549 NA
## 187 3.16 98 0.1 17959.17854 NA
## 188 3.37 98 0.1 15846.47641 NA
## 189 3.74 97 0.1 14221.99259 NA
## 190 3.89 98 0.1 1312.33457 NA
## 191 3.80 99 0.1 12868.21100 NA
## 192 3.51 97 0.1 13636.34668 NA
## 193 NA 97 0.1 121.15812 1612886
## 194 2.82 97 0.1 184.56543 15945279
## 195 2.88 96 0.1 951.88945 157571292
## 196 3.80 94 0.1 856.34286 15572753
## 197 3.16 96 0.1 835.78934 153911916
## 198 3.60 94 0.1 757.67176 15214912
## 199 2.91 97 0.1 681.12537 1545478
## 200 2.85 96 0.1 615.77754 14885814
## 209 NA 97 0.1 15557.83810 NA
## 210 7.47 94 0.1 15359.66971 NA
## 211 7.57 91 0.1 15472.78140 NA
## 212 7.43 87 0.1 15384.87490 NA
## 213 6.67 91 0.1 15534.15740 NA
## 214 6.17 86 0.1 1595.91232 NA
## 215 6.21 93 0.1 16523.32388 NA
## 216 6.10 85 0.1 1657.32280 NA
## 217 5.64 93 0.1 16462.48556 NA
## 218 5.27 84 0.1 15646.55910 NA
## 219 5.38 92 0.1 14223.86576 NA
## 220 5.71 93 0.2 12868.86390 NA
## 221 5.82 89 0.4 1228.54470 NA
## 222 5.76 87 0.8 11675.39395 NA
## 223 5.47 84 0.7 11513.87189 NA
## 224 5.16 93 0.9 11568.11110 NA
## 227 6.70 98 0.1 7978.82544 9465997
## 241 NA 99 0.1 4356.87500 11274196
## 242 1.59 99 0.1 47439.39684 112957
## 243 1.57 99 0.1 4651.38647 11182817
## 244 1.54 99 0.1 4474.57170 11128246
## 245 1.42 98 0.1 4772.77415 1147744
## 246 1.17 98 0.1 4438.23741 1895586
## 247 1.39 98 0.1 4488.56150 1796493
## 248 9.60 99 0.1 48424.58927 179973
## 249 9.25 98 0.1 4443.83131 16257
## 250 9.17 98 0.1 38852.36130 1547958
## 251 9.24 97 0.1 36967.28292 1478617
## 252 9.32 95 0.1 35589.71295 1421137
## 253 9.30 95 0.1 3743.95693 1376133
## 254 8.46 95 0.1 2552.33280 1332785
## 255 8.29 95 0.1 23121.56635 128657
## 256 8.12 95 0.1 2327.45910 125125
## 259 5.79 95 0.2 4688.53844 344181
## 269 4.53 96 1.5 3679.99523 26913
## 271 4.50 96 0.4 3419.27572 254984
## 303 5.91 88 0.1 87.93877 5896
## 310 5.44 91 0.2 NA NA
## 311 5.76 93 0.2 NA NA
## 317 5.30 88 0.2 NA NA
## 321 NA 82 0.1 4574.97870 3535961
## 322 9.57 86 0.1 5193.94932 35662
## 323 9.46 89 0.1 535.86555 364999
## 324 9.94 92 0.1 4716.67332 36482
## 325 9.71 88 0.1 55.15683 3688865
## 326 9.58 89 0.1 4611.47298 372284
## 327 9.64 9 0.1 4697.89732 3746561
## 328 8.58 91 0.1 575.31664 3763599
## 329 8.37 95 0.1 418.29218 3774
## 330 8.28 87 0.1 344.32170 3779468
## 331 8.50 93 0.1 2968.41186 378153
## 332 9.40 84 0.1 265.64266 3781287
## 333 7.94 87 0.1 2214.73225 3779247
## 334 7.10 8 0.1 1761.53765 377587
## 335 7.16 91 0.1 1524.41222 3771284
## 336 7.90 85 0.1 1461.75520 376676
## 340 6.27 95 4.4 729.23145 289315
## 353 NA 96 0.1 8757.26220 2596218
## 354 8.32 93 0.1 1226.61731 24213133
## 355 8.48 97 0.1 12216.94460 2248632
## 356 8.26 95 0.1 12291.46685 256983
## 364 7.70 99 0.1 3623.47667 184738458
## 369 NA 99 0.1 3967.89510 NA
## 370 2.65 99 0.1 4159.86520 NA
## 371 2.61 99 0.1 44597.27968 NA
## 372 2.30 99 0.1 47651.25990 NA
## 373 2.25 97 0.1 4717.27300 NA
## 374 2.73 95 0.1 35268.11170 NA
## 375 2.85 99 0.1 27965.47540 NA
## 376 2.23 98 0.1 37951.28600 NA
## 377 2.32 99 0.1 32672.36717 NA
## 378 2.24 97 0.1 398.96692 NA
## 379 2.62 94 0.1 2612.13345 NA
## 380 3.10 92 0.1 21896.65270 NA
## 381 3.90 92 0.1 18555.56649 NA
## 382 3.40 94 0.1 16846.21980 NA
## 383 3.60 97 0.1 16468.12886 NA
## 384 3.50 99 0.1 188.44826 NA
## 385 NA 91 0.1 6993.47736 7177991
## 386 8.44 88 0.1 7853.33519 7223938
## 387 7.93 95 0.1 7674.86559 7265115
## 388 7.11 95 0.1 7378.25539 735888
## 389 6.88 95 0.1 7813.83499 7348328
## 390 7.24 94 0.1 6843.26329 7395599
## 395 7.80 96 0.1 3893.68998 7658972
## 399 7.23 94 0.1 1764.97387 89142
## 401 NA 91 0.6 615.59222 1811624
## 403 5.91 88 0.7 699.45285 1772723
## 410 6.58 86 2.0 422.63324 13829177
## 419 8.30 96 1.0 282.75553 96186
## 422 8.82 96 1.9 231.19433 876693
## 424 7.86 92 2.9 196.24726 8212264
## 434 5.72 76 2.0 NA NA
## 449 NA 93 0.2 2954.11947 532913
## 450 4.76 95 0.2 3529.61843 526437
## 451 4.29 93 0.2 3558.79631 5216
## 452 4.61 94 0.3 348.48276 513979
## 453 4.60 9 0.3 367.42945 5867
## 454 4.83 99 0.4 3312.82598 52384
## 455 4.24 99 0.4 3444.55660 496963
## 456 3.96 99 0.4 3638.95946 491723
## 457 4.30 98 0.6 3112.28571 486438
## 458 5.11 96 0.6 234.28992 48795
## 459 4.86 95 0.8 248.13459 474567
## 460 5.60 93 0.8 1976.45856 467664
## 461 5.00 92 0.9 1768.92132 46147
## 462 5.17 91 0.8 1373.51564 45216
## 469 5.64 88 0.3 882.49146 14537886
## 473 3.75 82 0.9 631.67579 13676693
## 486 5.28 84 5.5 1182.86923 1997495
## 491 4.75 8 7.4 952.18725 1742795
## 494 4.86 66 7.8 676.39766 1684886
## 495 4.70 63 7.9 614.67293 15671927
## 497 NA 91 0.1 43315.74400 3584861
## 498 1.45 91 0.1 544.43376 35544564
## 499 1.67 91 0.1 52413.72116 35155451
## 500 1.78 95 0.1 52496.69487 3475545
## 501 1.82 87 0.1 5282.21760 3434278
## 502 11.20 89 0.1 47447.47620 345274
## 503 11.17 91 0.1 4773.45436 33628571
## 504 1.30 92 0.1 46596.33599 33245773
## 505 9.83 94 0.1 44544.52680 32887928
## 506 9.75 95 0.1 4386.69948 325755
## 507 9.57 93 0.1 36189.58838 32312
## 508 9.56 91 0.1 31979.87195 31995
## 509 9.54 91 0.1 28172.14883 31676
## 510 9.37 88 0.1 24167.84310 31362
## 511 9.10 89 0.1 23691.59472 31819
## 512 8.67 89 0.1 24124.16917 37697
## 522 3.99 51 10.0 347.67368 421758
## 525 4.31 47 12.8 286.25819 3981665
## 526 4.16 44 13.4 253.76834 397612
## 527 3.95 4 13.9 243.15865 383223
## 528 4.24 37 14.3 243.54293 3754986
## 535 3.31 24 4.4 84.45594 1152786
## 539 3.91 25 5.2 66.24214 1679
## 540 5.72 21 5.2 454.67659 97143
## 541 5.49 23 5.1 292.59144 935321
## 542 8.33 25 5.0 22.85482 91689
## 543 6.90 26 4.8 197.31564 866312
## 544 6.28 36 4.6 166.23179 8342559
## 545 NA 96 0.1 13653.22640 17762681
## 546 7.79 95 0.1 14817.37778 17613798
## 547 7.53 91 0.1 15941.39722 17462982
## 548 7.24 9 0.1 15431.92930 1739746
## 549 7.00 94 0.1 1475.69242 17153357
## 550 6.97 92 0.1 1286.17764 16993354
## 551 7.39 94 0.1 1243.32824 16829442
## 552 6.87 95 0.1 1781.36680 16661942
## 553 6.35 96 0.1 1526.87746 16491687
## 554 6.18 94 0.1 9484.68123 16319792
## 555 6.69 91 0.1 7615.34680 1614764
## 556 6.93 93 0.1 621.82832 15973778
## 557 7.34 96 0.1 4787.69953 15799542
## 558 6.48 97 0.1 4463.54587 15623635
## 559 6.51 97 0.1 4595.66633 15444969
## 560 6.40 91 0.1 511.36848 15262754
## 561 NA 99 0.1 869.21194 137122
## 562 5.55 99 0.1 7683.52380 136427
## 563 5.39 99 0.1 777.77594 135738
## 564 5.26 99 0.1 6337.88299 135695
## 565 5.30 99 0.1 5633.79616 134413
## 566 4.89 99 0.1 456.51249 133775
## 567 5.80 99 0.1 3838.43429 133126
## 568 4.59 97 0.1 3471.24755 1324655
## 569 4.32 93 0.1 2695.36622 1317885
## 570 4.52 93 0.1 299.22968 13112
## 571 4.66 87 0.1 1753.41780 13372
## 572 4.72 87 0.1 158.66846 129675
## 573 4.82 86 0.1 1288.64292 12884
## 574 4.79 86 0.1 1148.58570 1284
## 575 4.56 86 0.1 153.18240 127185
## 576 4.60 85 0.1 959.37218 1262645
## 577 NA 91 0.1 644.52556 48228697
## 578 7.20 9 0.1 7913.38343 47791911
## 579 6.84 91 0.1 83.58630 47342981
## 580 6.93 91 0.1 7884.98443 46881475
## 581 6.64 85 0.1 7227.73968 4646646
## 582 6.76 88 0.1 625.65544 4591897
## 583 7.10 92 0.1 5148.42211 45416181
## 584 6.62 92 0.1 5433.72450 4491544
## 585 6.25 93 0.1 4674.21961 44374572
## 586 6.11 93 0.1 379.78776 43835722
## 587 5.82 93 0.1 3386.25600 43285634
## 588 5.37 89 0.1 274.24944 42724163
## 589 5.92 92 0.1 2246.25747 42152151
## 594 6.75 87 0.8 852.95438 759385
## 620 2.56 67 6.3 NA NA
## 626 NA 92 0.1 1146.36273 487852
## 627 9.31 91 0.1 1647.44179 4757575
## 628 9.47 95 0.1 1569.66631 47641
## 629 9.56 91 0.1 9985.36959 4654122
## 630 9.73 85 0.1 9186.59639 46474
## 631 9.66 88 0.1 8199.41462 454528
## 632 9.69 86 0.1 689.39622 4488263
## 633 9.10 9 0.1 6911.13614 442958
## 634 8.37 89 0.1 612.62342 4369469
## 635 7.82 89 0.1 5245.18737 438794
## 636 7.74 91 0.1 4697.11135 4247841
## 637 7.80 9 0.1 4425.57467 418738
## 638 8.45 88 0.1 4167.71417 4125971
## 639 8.23 94 0.1 462.14965 46324
## 640 7.25 91 0.1 3981.52847 3996798
## 641 7.12 88 0.1 388.36369 3925443
## 642 NA 94 0.1 11579.66740 42364
## 643 7.80 95 0.1 13467.46827 4238389
## 644 7.83 96 0.1 13574.74900 4255689
## 645 7.80 96 0.1 13235.97757 4267558
## 646 7.80 96 0.1 14539.18421 428622
## 647 8.25 97 0.1 1355.74586 4417781
## 648 8.18 96 0.1 14157.14416 442978
## 649 7.70 96 0.1 15893.86560 443458
## 650 7.44 96 0.1 13546.69872 4436
## 651 6.95 96 0.1 11363.41845 444
## 652 6.89 96 0.1 1224.24590 4442
## 653 6.56 96 0.1 9365.74247 4439
## 654 6.35 94 0.1 785.88142 444
## 655 6.19 95 0.1 653.71637 444
## 656 7.16 94 0.1 5245.42142 444
## 657 7.66 93 0.1 4919.62869 4426
## 658 NA 99 0.1 762.26122 NA
## 659 11.60 99 0.1 75.51990 NA
## 660 9.48 99 0.1 676.15344 NA
## 661 8.59 99 0.1 6425.94112 NA
## 662 1.60 97 0.1 675.92436 NA
## 663 1.19 96 0.1 5676.14143 NA
## 664 11.78 96 0.1 5484.77630 NA
## 665 1.79 95 0.1 5376.44762 NA
## 666 1.42 93 0.1 5184.49423 NA
## 667 7.67 89 0.1 4669.69160 NA
## 668 9.39 89 0.1 3779.57700 NA
## 669 6.14 88 0.1 339.71626 NA
## 670 6.31 72 0.1 3192.66938 NA
## 671 6.50 99 0.1 2994.33999 NA
## 672 6.27 98 0.1 2832.18889 NA
## 673 6.70 95 0.1 2741.11542 NA
## 674 NA 97 0.1 2375.11270 116985
## 675 7.37 99 0.1 2734.88382 115239
## 676 7.46 99 0.1 2797.96736 1143896
## 677 7.44 99 0.1 28951.15556 113562
## 678 7.54 99 0.1 32233.83942 1124835
## 679 7.23 99 0.1 3818.46396 111267
## 680 7.40 99 0.1 3215.81590 19876
## 681 6.89 97 0.1 3539.74880 181563
## 682 6.50 97 0.1 31386.63265 163712
## 683 6.28 97 0.1 27169.99256 14559
## 684 6.37 98 0.1 25324.48666 127658
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## 1549 7.95 99 0.1 8289.69641 465158
## 1550 8.20 99 0.1 75716.35180 45895
## 1551 7.67 98 0.1 65445.88530 45163
## 1552 8.27 99 0.1 5293.64115 446175
## 1553 7.40 99 0.1 48179.42850 441525
## 1554 7.48 99 0.1 48735.99549 4363
## 1555 NA 69 0.3 41.85760 2423488
## 1557 4.15 74 0.4 461.72372 22961146
## 1574 12.60 96 8.3 374.51882 169735
## 1581 8.20 93 22.4 28.36738 1339711
## 1584 4.82 64 24.7 29.97990 1213711
## 1587 NA 99 0.1 9643.64468 3723155
## 1588 4.17 97 0.1 11183.96191 322817
## 1589 4.20 97 0.1 1882.27842 2976724
## 1590 4.10 97 0.1 1779.49641 2917456
## 1591 3.89 96 0.1 145.12620 28635128
## 1592 3.99 96 0.1 971.35699 28112289
## 1593 3.97 97 0.1 7326.74443 2765383
## 1594 3.47 97 0.1 8513.62954 2711169
## 1595 3.61 97 0.1 7269.17114 26625845
## 1596 3.65 95 0.1 6222.98296 26143566
## 1597 3.29 96 0.1 5593.82300 25659393
## 1598 3.74 95 0.1 4955.47774 2517419
## 1599 3.95 96 0.1 4463.67589 2468873
## 1600 3.40 94 0.1 4167.36439 24198811
## 1601 3.40 96 0.1 3915.11546 2369897
## 1602 3.40 98 0.1 445.17471 2318568
## 1603 NA 99 0.1 8395.78520 49163
## 1604 13.73 99 0.1 7716.24150 41
## 1605 11.16 99 0.1 7112.33575 393
## 1606 9.16 99 0.1 6541.74650 385
## 1607 8.11 96 0.1 6497.55443 377
## 1608 7.93 96 0.1 633.79498 367
## 1609 9.22 98 0.1 597.16590 36
## 1610 9.30 98 0.1 5828.62137 362
## 1611 6.64 98 0.1 52.86228 349
## 1612 7.37 98 0.1 4428.52290 333
## 1613 9.52 98 0.1 3488.49377 321
## 1614 5.89 96 0.1 3853.33348 312
## 1615 5.90 98 0.1 3432.24784 34
## 1616 5.78 98 0.1 32.37239 297
## 1617 5.84 98 0.1 298.67598 292
## 1618 8.00 98 0.1 2182.99711 286
## 1622 6.47 66 1.5 777.34769 16667
## 1629 6.34 77 1.9 487.94256 12798763
## 1632 6.32 61 2.3 334.22416 11638929
## 1633 6.39 49 2.4 36.84732 11293258
## 1634 6.29 43 2.5 269.34838 196769
## 1635 NA 97 0.1 23819.46360 431874
## 1636 9.75 99 0.1 2618.92599 427364
## 1637 9.89 99 0.1 2393.18880 423374
## 1638 9.95 99 0.1 2193.88360 419455
## 1639 9.60 96 0.1 22821.84700 416268
## 1640 8.30 76 0.1 2187.79469 41458
## 1641 8.33 73 0.1 2675.58259 412477
## 1642 8.15 72 0.1 21928.76700 49379
## 1643 8.36 74 0.1 19375.56960 46724
## 1644 8.93 85 0.1 16671.56720 4538
## 1645 8.83 92 0.1 15835.34667 43834
## 1646 8.46 89 0.1 1519.54970 41268
## 1647 8.60 94 0.1 13689.98999 398582
## 1648 7.86 95 0.1 11843.93920 395969
## 1649 7.11 95 0.1 1121.78636 39328
## 1650 6.83 94 0.1 1139.56510 3987
## 1652 NA 73 0.9 1158.25647 4182341
## 1653 3.77 84 0.9 1326.66882 46392
## 1654 3.63 8 1.1 145.57838 394617
## 1655 3.36 8 1.2 1364.28374 383239
## 1667 5.26 51 1.1 477.47612 279359
## 1668 NA 97 0.1 9252.11724 126265
## 1669 4.81 97 0.1 1153.93822 126934
## 1670 4.82 98 0.1 9637.26500 1258653
## 1684 NA 87 0.1 9143.12849 12589949
## 1685 6.30 87 0.1 1452.27766 1242216
## 1686 6.30 83 0.1 1298.86766 122535969
## 1687 6.21 99 0.1 982.53257 1282837
## 1688 6.40 97 0.1 9834.47269 119917
## 1689 6.39 95 0.1 8959.58142 117318941
## 1690 6.60 95 0.1 7748.12331 11555228
## 1691 6.60 96 0.1 9689.52887 11366189
## 1692 5.92 98 0.1 933.34169 111836346
## 1693 5.83 98 0.1 8767.92258 1192378
## 1694 6.40 98 0.1 7986.79844 18472228
## 1695 6.11 98 0.1 7199.59665 16995583
## 1696 6.20 98 0.1 6751.99899 1564453
## 1697 5.52 97 0.1 716.82190 1435568
## 1698 5.35 97 0.1 731.37886 136768
## 1699 4.98 97 0.1 672.92113 11719673
## 1712 9.69 92 0.1 NA NA
## 1713 8.20 84 0.1 NA NA
## 1722 4.70 96 0.1 265.35366 271265
## 1725 5.60 95 0.1 1634.81431 259167
## 1733 NA 89 0.1 6461.19255 622159
## 1734 6.42 91 0.1 7378.34529 62181
## 1735 6.43 94 0.1 7186.42979 62127
## 1736 7.25 94 0.1 6586.71929 6261
## 1737 6.92 95 0.1 7318.74245 6279
## 1738 6.90 94 0.1 6682.28116 619428
## 1739 6.70 92 0.1 6698.79439 618294
## 1740 6.13 95 0.1 7325.73474 616969
## 1741 6.74 92 0.1 5957.14569 615875
## 1742 8.10 9 0.1 4383.59597 61525
## 1743 8.46 NA 0.1 3674.61792 614261
## 1744 8.45 NA 0.1 338.19954 613353
## 1745 8.91 NA 0.1 2789.17350 612267
## 1746 8.33 NA 0.1 216.24327 69828
## 1747 8.23 NA 0.1 199.58396 67389
## 1748 7.32 NA 0.1 1627.42893 6495
## 1749 NA 99 0.1 2847.28557 3483322
## 1750 5.91 99 0.1 3154.51348 3431882
## 1751 5.94 99 0.1 3111.76289 33824769
## 1752 6.15 99 0.1 294.74673 33333789
## 1753 5.99 99 0.1 339.91616 32858823
## 1754 5.86 99 0.1 2834.24720 3249639
## 1755 5.67 99 0.1 2861.55450 31989897
## 1756 5.41 99 0.1 2884.94776 31596855
## 1757 5.48 95 0.1 2494.35355 31225881
## 1758 5.23 97 0.1 2191.47857 3869346
## 1759 5.60 98 0.1 213.75556 35217
## 1760 5.22 97 0.1 1948.81227 3179285
## 1761 5.25 91 0.1 1721.97386 29843937
## 1762 5.31 94 0.1 1413.75718 29512368
## 1764 4.18 95 0.1 1332.38236 28849621
## 1767 5.90 78 5.1 65.98568 26434372
## 1768 5.58 76 6.9 566.51387 2567666
## 1769 6.23 76 9.6 526.53135 249395
## 1770 5.38 74 10.8 419.22581 2422145
## 1771 5.43 74 11.3 463.85262 2352463
## 1772 4.91 75 12.6 53.12772 22846758
## 1779 5.64 73 13.4 256.44149 18588758
## 1780 6.16 7 12.2 277.64866 1867687
## 1782 2.28 88 0.3 1262.89378 51924182
## 1783 2.16 75 0.4 1168.83947 51448196
## 1784 2.22 84 0.5 1171.58257 5986514
## 1785 1.87 84 0.5 1186.42394 555331
## 1786 1.92 9 0.5 987.73658 5155896
## 1790 1.78 82 0.6 296.97284 48846474
## 1803 8.50 83 8.7 4153.49788 21374
## 1812 6.11 79 22.8 257.99557 1899257
## 1823 5.70 89 0.2 348.63145 2594618
## 1824 5.72 75 0.2 317.89198 2564287
## 1826 5.48 78 0.1 253.72412 2495623
## 1828 5.36 72 0.1 248.61835 24161777
## 1830 NA 95 0.1 44292.88473 16939923
## 1831 1.90 96 0.1 52157.46870 168658
## 1832 11.40 97 0.1 51574.48942 1684432
## 1833 11.10 97 0.1 49474.75610 16754962
## 1834 1.53 97 0.1 5354.65360 1669374
## 1835 1.48 97 0.1 5338.25483 16615394
## 1836 1.29 97 0.1 519.34900 1653388
## 1837 9.57 97 0.1 56928.82480 16445593
## 1838 9.36 97 0.1 51241.31562 16381696
## 1839 9.36 96 0.1 44453.97119 1634611
## 1840 9.60 96 0.1 41577.16900 16319868
## 1841 8.52 98 0.1 39954.64222 16281779
## 1842 8.46 98 0.1 35245.16470 1622532
## 1843 8.34 97 0.1 28817.32321 16148929
## 1844 7.79 97 0.1 26584.12169 164618
## 1845 7.42 97 0.1 25921.12794 15925513
## 1846 NA 92 0.1 3821.89370 NA
## 1847 11.30 93 0.1 4453.24673 NA
## 1848 11.17 92 0.1 42889.88141 NA
## 1849 11.53 93 0.1 3997.25624 NA
## 1850 11.24 95 0.1 38426.55810 NA
## 1851 11.20 93 0.1 33691.34837 NA
## 1852 11.21 92 0.1 282.94193 NA
## 1853 1.70 89 0.1 31287.77865 NA
## 1854 8.35 88 0.1 3259.73471 NA
## 1855 8.65 89 0.1 2667.86452 NA
## 1856 8.25 89 0.1 2775.89515 NA
## 1857 7.89 89 0.1 2542.39935 NA
## 1858 7.71 9 0.1 21913.78170 NA
## 1859 7.89 9 0.1 16874.31232 NA
## 1860 7.58 9 0.1 13882.85683 NA
## 1861 7.47 9 0.1 13641.12720 NA
## 1862 NA 98 0.1 295.96649 68235
## 1863 9.40 98 0.1 1975.46477 613997
## 1866 6.39 98 0.1 1682.95792 58782
## 1871 6.33 88 0.3 124.99262 545211
## 1878 NA 65 0.4 358.99731 19896965
## 1890 6.23 41 1.6 215.85480 1265687
## 1904 4.11 36 5.4 87.89387 138939478
## 1905 4.33 33 5.4 648.81585 135393616
## 1906 4.50 29 5.4 512.65719 131972533
## 1907 2.43 25 5.3 459.45721 12866671
## 1908 3.25 27 5.1 351.79967 125463434
## 1909 2.84 29 4.9 379.11933 1223529
## 1911 NA 95 0.1 7455.24654 518867
## 1912 9.72 93 0.1 975.49856 5137232
## 1913 9.39 94 0.1 1291.43500 579623
## 1914 9.16 95 0.1 11563.72700 518573
## 1915 9.14 94 0.1 1574.98610 495388
## 1916 9.26 93 0.1 87646.75346 4889252
## 1917 9.49 94 0.1 817.77681 4828726
## 1918 8.40 94 0.1 9688.59610 4768212
## 1919 8.58 93 0.1 85128.65759 479153
## 1920 8.43 94 0.1 74114.69715 466677
## 1921 8.89 91 0.1 66775.39440 4623291
## 1922 9.44 92 0.1 5757.26916 459191
## 1923 9.85 92 0.1 5111.65445 4564855
## 1924 9.62 93 0.1 4361.15380 4538159
## 1925 8.65 91 0.1 38549.58934 4513751
## 1926 8.27 9 0.1 38146.71539 449967
## 1927 NA 99 0.1 16627.36433 NA
## 1928 3.55 99 0.1 2458.45226 NA
## 1929 2.76 98 0.1 21268.75640 NA
## 1930 2.52 98 0.1 22134.91600 NA
## 1931 2.49 99 0.1 2986.36000 NA
## 1932 2.74 99 0.1 1928.74739 NA
## 1933 2.83 98 0.1 16784.34616 NA
## 1934 2.10 99 0.1 2275.35360 NA
## 1935 2.43 99 0.1 1585.13226 NA
## 1936 2.31 98 0.1 1448.55000 NA
## 1937 2.59 99 0.1 12376.97936 NA
## 1938 2.98 99 0.1 1129.28886 NA
## 1939 3.17 99 0.1 969.81260 NA
## 1940 3.18 99 0.1 8629.11774 NA
## 1941 3.80 99 0.1 8476.61511 NA
## 1942 3.70 99 0.1 861.18596 NA
## 1953 2.91 77 0.1 711.46995 15399667
## 1958 2.79 62 0.1 533.86241 138523285
## 1960 NA 73 0.1 13134.43670 3969249
## 1961 8.30 8 0.1 12593.73740 393986
## 1962 8.90 8 0.1 11685.97983 3838462
## 1963 7.25 85 0.1 1589.82713 3772938
## 1964 7.50 87 0.1 927.72317 377782
## 1965 8.50 94 0.1 7937.25993 3643222
## 1966 7.56 85 0.1 7429.62827 3579385
## 1967 6.75 86 0.1 6973.92840 3516268
## 1968 6.31 85 0.2 668.86670 345387
## 1969 7.00 88 0.1 5348.51840 339195
## 1970 7.48 92 0.1 4916.54886 333465
## 1971 8.90 95 0.2 4591.89278 3269541
## 1972 7.60 98 0.1 4267.13578 329174
## 1973 8.30 99 0.2 4126.14671 3149265
## 1974 7.72 99 0.1 446.37283 389684
## 1975 7.76 98 0.2 46.29935 33347
## 1983 4.60 63 1.3 1178.72469 6787187
## 1986 6.42 72 1.5 77.57735 631479
## 1992 NA 93 0.2 419.36772 6639119
## 1993 9.81 87 0.2 4712.82274 6552584
## 1994 1.49 86 0.2 4479.95858 646574
## 1995 1.33 87 0.1 3855.53773 6379219
## 1996 9.42 89 0.1 3988.11894 6293783
## 2006 7.61 89 0.1 1417.26582 546624
## 2008 NA 9 0.1 63.34326 31376671
## 2009 5.47 88 0.1 6491.52450 3973354
## 2010 5.23 88 0.1 6583.11625 3565716
## 2011 5.18 95 0.1 6387.78528 3158966
## 2012 4.93 91 0.2 5771.56588 29759989
## 2013 5.30 93 0.2 522.49319 29373646
## 2014 5.36 93 0.3 4166.93387 29157
## 2015 4.73 93 0.3 428.87811 2864198
## 2016 4.60 93 0.3 3611.21470 28292724
## 2017 4.47 94 0.4 3171.49856 27949944
## 2018 4.72 77 0.4 2754.78290 276141
## 2021 4.94 95 0.4 259.19296 2661467
## 2022 4.98 9 0.5 1981.24365 26261363
## 2040 NA 98 0.1 12565.98760 37986412
## 2041 6.35 98 0.1 14341.67500 3811735
## 2042 6.40 99 0.1 1378.54911 384196
## 2043 6.62 99 0.1 13145.14840 3863164
## 2044 6.70 99 0.1 13893.18768 3863255
## 2045 6.88 99 0.1 12599.52486 3842794
## 2046 7.12 99 0.1 11527.59323 3815163
## 2047 6.88 99 0.1 141.44688 38125759
## 2048 6.28 99 0.1 1126.31852 381256
## 2049 6.17 99 0.1 94.77260 38141267
## 2050 6.20 99 0.1 821.25157 38165445
## 2051 6.19 99 0.1 6681.17882 38182222
## 2052 6.22 99 0.1 5693.52416 382457
## 2053 6.32 99 0.1 5196.93292 3823364
## 2054 5.86 98 0.1 4981.19862 3824876
## 2056 NA 98 0.1 1922.68100 135876
## 2057 9.50 98 0.1 2277.53613 14162
## 2058 9.55 98 0.1 21618.73534 1457295
## 2059 9.74 98 0.1 2577.42640 1514844
## 2060 1.70 97 0.1 23196.18375 155756
## 2061 1.44 98 0.1 22538.65480 15731
## 2062 1.42 96 0.1 2363.97161 1568247
## 2063 9.90 97 0.1 24815.68840 1558177
## 2064 9.62 97 0.1 2278.58450 1542964
## 2065 9.67 97 0.1 19821.44463 1522288
## 2066 9.98 93 0.1 18784.94850 15333
## 2067 9.84 95 0.1 1845.58810 1483861
## 2068 9.54 99 0.1 15772.73340 1458821
## 2069 9.15 98 0.1 12882.28897 1419631
## 2070 9.10 97 0.1 11729.14616 1362722
## 2071 9.14 96 0.1 1152.39681 1289898
## 2072 NA 99 0.1 66346.52267 NA
## 2073 2.19 89 0.1 86852.71190 NA
## 2074 2.15 97 0.1 8834.87958 NA
## 2075 2.16 92 0.1 88564.82298 NA
## 2076 1.93 93 0.1 85948.74600 NA
## 2077 2.90 97 0.1 736.22784 NA
## 2078 2.63 99 0.1 61478.23813 NA
## 2079 1.87 97 0.1 82967.37228 NA
## 2080 2.31 94 0.1 675.61258 NA
## 2081 2.58 96 0.1 6256.55926 NA
## 2082 3.10 97 0.1 51488.49529 NA
## 2083 3.61 96 0.1 41818.35256 NA
## 2084 4.14 92 0.1 34176.98183 NA
## 2085 2.71 96 0.1 2999.65492 NA
## 2086 2.56 93 0.1 2843.63635 NA
## 2087 2.18 8 0.1 29986.29150 NA
## 2088 NA 98 0.1 NA NA
## 2089 7.37 99 0.1 NA NA
## 2090 7.20 99 0.1 NA NA
## 2091 7.10 99 0.1 NA NA
## 2092 6.83 99 0.1 NA NA
## 2093 6.79 94 0.1 NA NA
## 2094 6.66 94 0.1 NA NA
## 2095 6.16 94 0.1 NA NA
## 2096 5.99 91 0.1 NA NA
## 2097 5.76 98 0.1 NA NA
## 2098 5.33 96 0.1 NA NA
## 2099 4.96 88 0.1 NA NA
## 2100 4.93 97 0.1 NA NA
## 2101 4.61 97 0.1 NA NA
## 2102 4.76 97 0.1 NA NA
## 2103 4.23 97 0.1 NA NA
## 2120 NA 89 0.1 8958.78859 19815481
## 2121 5.57 94 0.1 12.27733 1998979
## 2122 5.60 92 0.1 9585.26659 19983693
## 2123 5.48 91 0.1 8558.39766 25835
## 2124 5.53 89 0.1 92.27783 2147528
## 2145 5.30 98 0.3 692.19440 14349528
## 2150 5.67 96 0.3 21.36239 14597683
## 2151 5.42 96 0.2 1771.58662 146596557
## 2153 7.53 98 0.4 76.56995 11345357
## 2157 7.91 97 2.3 563.49149 1246842
## 2162 6.83 95 7.1 287.93188 8991735
## 2164 6.34 96 8.1 212.66195 868346
## 2169 NA 99 0.1 NA NA
## 2170 6.72 99 0.1 NA NA
## 2171 7.85 99 0.1 NA NA
## 2172 8.35 98 0.1 NA NA
## 2173 7.58 99 0.1 NA NA
## 2174 8.10 97 0.1 NA NA
## 2175 8.12 95 0.1 NA NA
## 2176 7.43 96 0.1 NA NA
## 2179 6.25 95 0.2 NA NA
## 2189 4.99 96 0.1 NA NA
## 2193 3.92 99 0.3 NA NA
## 2201 NA 66 0.1 4149.36344 193759
## 2202 7.22 63 0.1 4178.97337 19229
## 2203 6.91 67 0.1 4219.65123 19757
## 2204 5.20 64 0.1 4234.55444 189194
## 2205 5.80 65 0.1 3942.98270 187665
## 2206 5.70 62 0.1 3453.48743 18625
## 2208 4.52 26 0.1 359.82223 183526
## 2209 5.25 53 0.1 322.54312 182286
## 2211 4.47 49 0.1 2571.26235 179929
## 2216 5.31 95 0.1 154.68923 17461
## 2218 NA 96 0.2 1624.63963 195553
## 2223 5.24 98 0.5 1129.75496 174776
## 2224 6.65 98 0.9 199.57146 17813
## 2227 7.84 97 1.2 843.89447 159328
## 2234 NA 98 0.1 2732.86172 NA
## 2235 4.68 98 0.1 24575.43400 NA
## 2236 4.25 98 0.1 24934.38614 NA
## 2237 3.86 98 0.1 2533.94620 NA
## 2238 3.57 98 0.1 2377.74739 NA
## 2239 3.49 98 0.1 19259.58726 NA
## 2240 4.90 98 0.1 1694.29310 NA
## 2241 2.87 98 0.1 237.83234 NA
## 2242 3.49 96 0.1 16472.16650 NA
## 2243 3.55 96 0.1 15334.66994 NA
## 2244 3.42 96 0.1 13739.82945 NA
## 2245 3.58 96 0.1 11138.87460 NA
## 2246 4.20 95 0.1 9567.45829 NA
## 2247 4.28 95 0.1 8655.31153 NA
## 2248 4.49 97 0.1 8643.49440 NA
## 2249 4.24 95 0.1 9126.95428 NA
## 2253 4.31 91 0.4 136.45180 1373513
## 2254 4.42 92 0.4 18.25321 13391
## 2258 4.72 94 0.7 95.39785 11873557
## 2265 4.63 52 0.5 473.45338 988452
## 2266 NA 95 0.1 5237.25533 795383
## 2267 1.37 93 0.1 62.17322 713576
## 2268 1.12 95 0.1 6353.82638 7164132
## 2269 9.89 91 0.1 5659.38240 719977
## 2270 9.72 94 0.1 6423.29178 723499
## 2271 1.90 91 0.1 5411.87744 7291436
## 2272 9.90 95 0.1 5821.35397 73287
## 2273 1.50 95 0.1 671.77391 735222
## 2274 1.20 94 0.1 5458.12172 7381579
## 2275 8.99 92 0.1 4129.75874 7411569
## 2276 8.70 98 0.1 3528.13180 744769
## 2277 8.24 88 0.1 3331.22877 7463157
## 2278 8.13 89 0.1 2832.49652 748591
## 2279 8.90 95 0.1 2149.99440 7496522
## 2280 6.89 93 0.1 1634.87561 753433
## 2281 6.53 95 0.1 87.13653 7516346
## 2283 3.37 99 0.1 1557.77892 91359
## 2287 3.59 99 0.1 184.68447 8977
## 2300 11.59 92 0.8 71.81870 692279
## 2306 1.12 64 2.2 358.82747 615417
## 2308 12.25 65 2.2 287.68919 5658379
## 2310 11.69 73 1.9 263.76183 5199549
## 2314 NA 96 0.1 53629.73746 NA
## 2315 4.92 96 0.1 56336.72340 NA
## 2316 4.53 97 0.1 5629.18914 NA
## 2317 4.22 97 0.1 54431.16199 NA
## 2318 3.93 96 0.1 53166.67581 NA
## 2319 3.96 96 0.1 46569.67951 NA
## 2320 4.27 97 0.1 38577.55822 NA
## 2321 3.91 97 0.1 39721.48180 NA
## 2322 3.46 97 0.1 39223.58187 NA
## 2323 3.66 95 0.1 33579.85948 NA
## 2324 3.74 96 0.1 29869.85398 NA
## 2325 3.17 95 0.1 2745.27136 NA
## 2326 3.63 96 0.1 23573.62840 NA
## 2327 2.84 94 0.1 2216.83279 NA
## 2328 2.37 96 0.1 21577.78230 NA
## 2329 2.71 98 0.1 23792.67700 NA
## 2330 NA 96 0.1 NA NA
## 2331 8.50 97 0.1 NA NA
## 2332 8.00 98 0.1 NA NA
## 2333 8.15 99 0.1 NA NA
## 2334 7.96 99 0.1 NA NA
## 2335 8.51 99 0.1 NA NA
## 2336 9.15 99 0.1 NA NA
## 2337 8.20 99 0.1 NA NA
## 2338 7.76 99 0.1 NA NA
## 2339 7.35 99 0.1 NA NA
## 2340 7.40 99 0.1 NA NA
## 2341 7.21 99 0.1 NA NA
## 2342 5.82 99 0.1 NA NA
## 2343 5.63 99 0.1 NA NA
## 2344 5.50 99 0.1 NA NA
## 2345 5.50 99 0.1 NA NA
## 2346 NA 95 0.1 2729.86383 263531
## 2347 9.23 95 0.1 242.67286 26198
## 2348 9.29 95 0.1 2315.31799 259953
## 2349 9.37 96 0.1 22486.47167 257159
## 2350 9.80 96 0.1 24985.24827 252843
## 2351 9.70 96 0.1 23437.47220 248583
## 2352 9.38 96 0.1 24633.79785 239669
## 2353 8.47 97 0.1 2751.81270 221316
## 2354 7.98 97 0.1 23841.31792 218122
## 2355 8.42 97 0.1 19726.12650 26868
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## 2375 6.90 78 0.1 784.95629 435262
## 2386 NA 4 0.9 NA NA
## 2397 8.79 65 7.6 7548.16370 5256516
## 2425 NA NA 2.7 NA 67656
## 2426 NA 97 0.1 25683.84565 46447697
## 2427 9.30 97 0.1 296.47225 4648882
## 2428 9.10 96 0.1 2921.93420 466245
## 2429 9.39 97 0.1 28562.29324 4677355
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## 2482 5.92 84 0.8 5761.39536 5975
## 2484 6.78 83 0.6 3595.88550 498946
## 2496 8.46 88 33.7 332.51713 118675
## 2498 7.50 87 40.7 347.48798 1138434
## 2500 6.80 86 49.1 2873.86214 115873
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## 2518 9.31 99 0.1 36961.42537 8958229
## 2519 9.23 99 0.1 29571.74460 8924958
## 2520 8.86 99 0.1 26969.24457 889596
## 2521 8.18 99 0.1 29283.55000 887219
## 2522 NA 97 0.1 8989.84240 8282396
## 2523 11.66 96 0.1 85814.58857 8188649
## 2524 11.71 96 0.1 84658.88768 889346
## 2525 11.59 96 0.1 83164.38795 7996861
## 2526 11.21 96 0.1 87998.44468 7912398
## 2527 11.70 95 0.1 74276.71842 782499
## 2528 11.00 95 0.1 69672.47100 7743831
## 2529 1.29 95 0.1 72119.56870 7647675
## 2530 1.21 94 0.1 63223.46778 7551117
## 2531 1.39 94 0.1 57348.92788 7483934
## 2532 1.86 94 0.1 54797.54663 7437115
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## 2535 1.61 93 0.1 41336.72192 7284753
## 2536 1.28 93 0.1 38538.64447 7229854
## 2537 9.91 93 0.1 37813.23426 718425
## 2540 3.25 41 0.1 NA 1989141
## 2541 3.25 45 0.1 NA 24271
## 2543 3.28 8 0.1 NA 2118834
## 2544 3.55 8 0.1 NA 2824893
## 2545 3.40 79 0.1 NA 2325443
## 2546 3.72 8 0.1 258.35290 1963286
## 2547 3.78 8 0.1 1762.24617 18914977
## 2548 4.11 8 0.1 1577.45718 18294611
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## 2553 4.92 84 0.1 1177.62927 1641848
## 2570 NA 99 0.1 5814.86313 686576
## 2576 4.11 99 0.3 4212.54920 66881867
## 2586 NA 91 0.1 NA NA
## 2587 6.48 95 0.1 NA NA
## 2588 6.70 98 0.1 NA NA
## 2589 6.76 95 0.1 NA NA
## 2590 6.61 96 0.1 NA NA
## 2591 6.83 95 0.1 NA NA
## 2592 6.74 96 0.1 NA NA
## 2593 6.85 95 0.1 NA NA
## 2594 6.90 95 0.1 NA NA
## 2595 7.61 93 0.1 NA NA
## 2596 7.95 97 0.1 NA NA
## 2597 8.64 94 0.1 NA NA
## 2598 9.17 96 0.1 NA NA
## 2599 9.10 96 0.1 NA NA
## 2600 8.18 91 0.1 NA NA
## 2601 8.52 95 0.1 NA NA
## 2612 1.50 55 0.1 478.33186 126484
## 2614 2.48 55 0.1 471.45658 96852
## 2622 5.21 85 2.6 562.33936 6679282
## 2634 NA 78 0.1 493.77539 16364
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## 2643 5.61 88 0.1 2892.52266 11689
## 2644 6.52 89 0.1 2594.74999 1141
## 2650 NA 96 0.3 17321.83373 13692
## 2661 5.22 94 1.0 129.51914 129535
## 2666 NA 98 0.1 3828.91589 11273661
## 2667 7.00 98 0.1 4271.68172 1114398
## 2668 7.26 98 0.1 4199.47253 1114558
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## 2673 5.63 99 0.1 431.93260 147336
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## 2682 NA 97 0.1 1979.52569 78271472
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## 2685 5.24 97 0.1 1172.38430 74569867
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## 2701 1.96 97 0.1 6675.26295 5267839
## 2716 7.22 78 3.2 719.17267 38833338
## 2722 9.10 71 8.2 449.69282 31663896
## 2723 9.76 73 8.4 41.85863 359487
## 2724 9.86 64 8.6 336.45939 2955662
## 2727 7.54 59 9.4 237.99959 2662482
## 2732 7.10 23 0.2 314.65830 45271947
## 2734 7.47 76 0.2 3855.42128 455933
## 2735 6.98 5 0.2 3569.75727 45761
## 2747 NA 99 0.1 3911.74689 NA
## 2748 3.64 99 0.1 44449.74350 NA
## 2749 3.49 98 0.1 4335.64268 NA
## 2750 3.45 96 0.1 42112.23565 NA
## 2751 3.70 95 0.1 4462.31290 NA
## 2752 3.93 94 0.1 3549.14832 NA
## 2753 4.50 93 0.1 3372.57517 NA
## 2754 2.93 92 0.1 45758.95540 NA
## 2755 2.57 92 0.1 42672.61323 NA
## 2756 2.33 92 0.1 42372.22166 NA
## 2757 2.32 94 0.1 39439.81970 NA
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## 2759 2.65 94 0.1 3323.52318 NA
## 2760 2.72 94 0.1 31311.35936 NA
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## 2762 2.38 94 0.1 3371.26869 NA
## 2763 NA 96 0.1 NA NA
## 2764 9.12 95 0.1 NA NA
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## 2772 8.36 92 0.1 NA NA
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## 2778 6.94 91 0.1 NA NA
## 2780 5.58 97 1.4 NA NA
## 2784 5.30 91 4.6 NA NA
## 2792 3.59 89 12.1 NA NA
## 2793 3.28 87 12.5 NA NA
## 2795 NA 95 0.1 NA NA
## 2796 17.14 95 0.1 NA NA
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## 2798 17.20 94 0.1 NA NA
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## 2800 17.20 95 0.1 NA NA
## 2801 17.00 95 0.1 NA NA
## 2802 16.20 96 0.1 NA NA
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## 2808 14.55 94 0.1 NA NA
## 2809 13.73 94 0.1 NA NA
## 2810 13.70 94 0.1 NA NA
## 2811 NA 95 0.1 15524.84247 3431552
## 2812 8.58 95 0.1 16737.89827 3419546
## 2813 8.68 94 0.1 16881.25680 3485
## 2814 8.74 95 0.1 1592.68190 3396777
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## 2822 11.59 94 0.1 4117.38853 332496
## 2823 6.52 91 0.1 3622.52284 3325637
## 2824 7.18 95 0.1 488.76885 3327773
## 2825 7.46 94 0.1 6281.37747 332713
## 2826 7.82 9 0.1 6871.89768 3321245
## 2843 NA 64 0.1 285.83414 26463
## 2844 5.20 64 0.1 3148.36513 25885
## 2845 3.92 64 0.1 3167.34356 253142
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## 2858 3.28 71 0.1 1469.84915 18563
## 2875 NA 97 0.1 NA NA
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## 2899 4.92 79 0.1 NA NA
## 2904 4.22 65 0.1 NA NA
## 2907 NA 9 4.1 1313.88965 161587
## 2914 4.87 87 11.9 1369.68249 1382517
## 2919 8.18 83 18.2 429.15834 11421984
## 2920 6.93 84 18.4 377.13524 111249
## 2931 4.47 73 23.7 396.99822 1332999
## 2932 5.12 7 26.8 414.79623 13124267
## 2936 6.53 71 39.8 57.34834 125525
## thinness..1.19.years thinness.5.9.years Income.composition.of.resources
## 14 19.9 2.2 0.341
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## 20 1.3 1.4 0.752
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## 434 5.6 5.6 NA
## 449 6.6 6.6 0.646
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## 451 6.9 6.9 0.643
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## 1546 0.9 0.9 0.887
## 1547 0.9 0.9 0.877
## 1548 0.9 0.9 0.880
## 1549 1.0 0.9 0.874
## 1550 1.0 0.9 0.867
## 1551 1.0 0.9 0.865
## 1552 1.0 0.9 0.860
## 1553 1.0 1.0 0.854
## 1554 1.0 1.0 0.848
## 1555 7.1 7.1 0.511
## 1557 7.3 7.2 0.508
## 1574 6.6 6.5 0.454
## 1581 7.4 7.2 0.371
## 1584 7.7 7.6 0.388
## 1587 7.5 7.3 0.787
## 1588 7.6 7.4 0.783
## 1589 7.8 7.6 0.779
## 1590 7.9 7.7 0.776
## 1591 8.0 7.8 0.774
## 1592 8.2 8.0 0.764
## 1593 8.3 8.2 0.756
## 1594 8.5 8.3 0.747
## 1595 8.7 8.5 0.736
## 1596 8.8 8.6 0.732
## 1597 9.0 8.8 0.734
## 1598 9.2 8.9 0.731
## 1599 9.3 9.1 0.724
## 1600 9.5 9.3 0.723
## 1601 9.7 9.4 0.725
## 1602 9.8 9.6 0.715
## 1603 13.6 13.6 0.701
## 1604 13.6 13.7 0.693
## 1605 13.7 13.8 0.683
## 1606 13.8 13.9 0.675
## 1607 13.9 14.0 0.663
## 1608 14.0 14.1 0.653
## 1609 14.1 14.2 0.651
## 1610 14.2 14.3 0.641
## 1611 14.3 14.4 0.632
## 1612 14.3 14.5 0.622
## 1613 14.4 14.5 0.625
## 1614 14.5 14.6 0.617
## 1615 14.6 14.7 0.601
## 1616 14.6 14.7 0.597
## 1617 14.7 14.8 0.587
## 1618 14.8 14.8 0.577
## 1622 8.3 8.1 0.411
## 1629 9.9 9.7 0.338
## 1632 1.5 1.5 0.308
## 1633 1.8 1.7 0.297
## 1634 11.0 1.9 0.291
## 1635 0.8 0.8 0.853
## 1636 0.8 0.8 0.847
## 1637 0.8 0.7 0.828
## 1638 0.8 0.7 0.821
## 1639 0.8 0.7 0.826
## 1640 0.8 0.7 0.819
## 1641 0.8 0.7 0.815
## 1642 0.7 0.7 0.813
## 1643 0.7 0.7 0.808
## 1644 0.7 0.7 0.809
## 1645 0.7 0.7 0.805
## 1646 0.7 0.7 0.797
## 1647 0.7 0.7 0.790
## 1648 0.7 0.7 0.786
## 1649 0.7 0.7 0.783
## 1650 0.8 0.7 0.779
## 1652 7.8 7.5 0.513
## 1653 8.0 7.7 0.509
## 1654 8.1 7.9 0.501
## 1655 8.3 8.1 0.491
## 1667 1.9 1.7 0.443
## 1668 6.9 6.8 0.779
## 1669 7.0 6.9 0.769
## 1670 7.0 7.0 0.765
## 1684 1.5 1.5 0.758
## 1685 1.6 1.5 0.754
## 1686 1.6 1.5 0.753
## 1687 1.6 1.5 0.748
## 1688 1.6 1.6 0.745
## 1689 1.6 1.6 0.739
## 1690 1.7 1.6 0.738
## 1691 1.7 1.6 0.735
## 1692 1.7 1.7 0.731
## 1693 1.8 1.7 0.723
## 1694 1.8 1.7 0.719
## 1695 1.8 1.8 0.714
## 1696 1.9 1.8 0.708
## 1697 1.9 1.8 0.703
## 1698 1.9 1.9 0.700
## 1699 2.0 1.9 0.694
## 1712 0.2 0.2 0.612
## 1713 0.2 0.2 0.608
## 1722 2.2 2.3 0.693
## 1725 2.2 2.4 0.661
## 1733 1.8 1.8 0.804
## 1734 1.8 1.9 0.803
## 1735 1.8 1.9 0.799
## 1736 1.9 1.9 0.797
## 1737 1.9 2.0 0.792
## 1738 2.0 2.0 0.787
## 1739 2.0 2.1 0.785
## 1740 2.1 2.1 0.774
## 1741 2.1 2.2 0.762
## 1742 2.2 2.2 0.751
## 1743 2.3 2.3 0.746
## 1744 2.3 2.4 0.740
## 1745 2.4 2.4 0.000
## 1746 2.5 2.5 0.000
## 1747 2.5 2.6 0.000
## 1748 2.6 2.7 0.000
## 1749 6.4 6.2 0.645
## 1750 6.4 6.2 0.640
## 1751 6.4 6.2 0.634
## 1752 6.3 6.2 0.623
## 1753 6.3 6.2 0.612
## 1754 6.3 6.2 0.603
## 1755 6.4 6.2 0.596
## 1756 6.4 6.3 0.589
## 1757 6.4 6.3 0.581
## 1758 6.4 6.3 0.575
## 1759 6.5 6.3 0.569
## 1760 6.5 6.4 0.561
## 1761 6.6 6.4 0.551
## 1762 6.6 6.5 0.540
## 1764 6.7 6.6 0.519
## 1767 3.6 3.5 0.405
## 1768 3.6 3.5 0.400
## 1769 3.7 3.6 0.397
## 1770 3.7 3.6 0.390
## 1771 3.7 3.6 0.382
## 1772 3.7 3.7 0.372
## 1779 4.1 4.0 0.298
## 1780 4.2 4.1 0.291
## 1782 12.9 13.1 0.547
## 1783 12.9 13.2 0.540
## 1784 13.0 13.2 0.533
## 1785 13.0 13.3 0.526
## 1786 13.1 13.3 0.515
## 1790 13.2 13.5 0.474
## 1803 1.9 1.9 0.598
## 1812 15.7 15.9 0.559
## 1823 17.4 18.0 0.476
## 1824 17.6 18.2 0.469
## 1826 18.0 18.6 0.457
## 1828 18.3 19.0 0.446
## 1830 1.0 0.9 0.923
## 1831 1.0 0.9 0.923
## 1832 1.0 0.9 0.922
## 1833 1.0 0.9 0.921
## 1834 1.0 0.9 0.911
## 1835 1.0 0.9 0.906
## 1836 1.0 0.9 0.906
## 1837 1.0 0.9 0.905
## 1838 1.0 1.0 0.899
## 1839 1.0 1.0 0.893
## 1840 1.0 1.0 0.888
## 1841 1.0 1.0 0.885
## 1842 1.1 1.0 0.881
## 1843 1.1 1.0 0.882
## 1844 1.1 1.1 0.878
## 1845 1.1 1.1 0.873
## 1846 0.4 0.3 0.913
## 1847 0.4 0.3 0.910
## 1848 0.3 0.3 0.908
## 1849 0.3 0.3 0.904
## 1850 0.3 0.3 0.901
## 1851 0.3 0.3 0.899
## 1852 0.3 0.3 0.895
## 1853 0.3 0.3 0.894
## 1854 0.3 0.3 0.891
## 1855 0.3 0.3 0.888
## 1856 0.3 0.3 0.886
## 1857 0.3 0.3 0.884
## 1858 0.3 0.3 0.881
## 1859 0.3 0.3 0.873
## 1860 0.3 0.3 0.868
## 1861 0.3 0.3 0.864
## 1862 1.8 1.7 0.642
## 1863 1.8 1.7 0.636
## 1866 1.8 1.8 0.620
## 1871 2.0 1.9 0.597
## 1878 9.6 9.4 0.351
## 1890 12.3 12.2 0.266
## 1904 12.9 12.9 0.463
## 1905 13.2 13.2 0.445
## 1906 13.5 13.6 0.000
## 1907 13.8 13.8 0.000
## 1908 14.1 14.1 0.000
## 1909 14.3 14.4 0.000
## 1911 0.8 0.7 0.948
## 1912 0.8 0.7 0.945
## 1913 0.8 0.7 0.942
## 1914 0.7 0.7 0.941
## 1915 0.7 0.7 0.939
## 1916 0.7 0.7 0.936
## 1917 0.7 0.7 0.936
## 1918 0.7 0.7 0.936
## 1919 0.7 0.7 0.934
## 1920 0.8 0.7 0.931
## 1921 0.8 0.7 0.929
## 1922 0.8 0.7 0.924
## 1923 0.8 0.7 0.918
## 1924 0.8 0.7 0.916
## 1925 0.8 0.7 0.917
## 1926 0.8 0.7 0.911
## 1927 7.1 6.9 0.795
## 1928 7.1 6.9 0.796
## 1929 7.0 6.8 0.796
## 1930 7.0 6.8 0.797
## 1931 6.9 6.8 0.797
## 1932 6.9 6.8 0.797
## 1933 6.9 6.8 0.782
## 1934 6.9 6.8 0.765
## 1935 7.0 6.8 0.753
## 1936 7.0 6.8 0.748
## 1937 7.0 6.8 0.742
## 1938 7.1 6.8 0.734
## 1939 7.1 6.8 0.725
## 1940 7.1 6.8 0.716
## 1941 7.1 6.9 0.705
## 1942 7.2 6.9 0.000
## 1953 21.2 21.7 0.487
## 1958 22.2 22.6 0.445
## 1960 1.9 1.8 0.785
## 1961 1.9 1.8 0.780
## 1962 1.9 1.9 0.773
## 1963 1.9 1.9 0.765
## 1964 2.0 1.9 0.758
## 1965 2.0 1.9 0.756
## 1966 2.0 1.9 0.755
## 1967 2.0 2.0 0.750
## 1968 2.1 2.0 0.743
## 1969 2.1 2.0 0.744
## 1970 2.1 2.1 0.740
## 1971 2.2 2.1 0.733
## 1972 2.2 2.2 0.728
## 1973 2.3 2.2 0.725
## 1974 2.3 2.3 0.721
## 1975 2.4 2.3 0.716
## 1983 1.4 1.3 0.469
## 1986 1.4 1.4 0.446
## 1992 2.0 1.9 0.692
## 1993 2.0 1.9 0.688
## 1994 2.0 1.9 0.679
## 1995 2.0 2.0 0.679
## 1996 2.1 2.0 0.675
## 2006 2.5 2.4 0.624
## 2008 1.1 1.1 0.737
## 2009 1.1 1.1 0.735
## 2010 1.1 1.1 0.731
## 2011 1.1 1.1 0.725
## 2012 1.1 1.1 0.721
## 2013 1.1 1.1 0.708
## 2014 1.2 1.2 0.706
## 2015 1.2 1.2 0.700
## 2016 1.2 1.2 0.696
## 2017 1.2 1.2 0.693
## 2018 1.3 1.3 0.692
## 2021 1.4 1.4 0.686
## 2022 1.4 1.4 0.677
## 2040 1.9 2.0 0.852
## 2041 1.9 2.1 0.850
## 2042 2.0 2.1 0.838
## 2043 2.0 2.1 0.834
## 2044 2.0 2.2 0.829
## 2045 2.1 2.2 0.822
## 2046 2.1 2.3 0.818
## 2047 2.2 2.3 0.813
## 2048 2.2 2.4 0.808
## 2049 2.3 2.4 0.803
## 2050 2.3 2.5 0.797
## 2051 2.4 2.5 0.800
## 2052 2.4 2.6 0.796
## 2053 2.5 2.6 0.790
## 2054 2.5 2.7 0.784
## 2056 0.7 0.5 0.841
## 2057 0.7 0.5 0.837
## 2058 0.7 0.5 0.827
## 2059 0.7 0.5 0.824
## 2060 0.7 0.5 0.818
## 2061 0.7 0.5 0.812
## 2062 0.7 0.5 0.809
## 2063 0.7 0.5 0.804
## 2064 0.7 0.5 0.797
## 2065 0.7 0.5 0.793
## 2066 0.7 0.6 0.790
## 2067 0.7 0.6 0.792
## 2068 0.7 0.6 0.789
## 2069 0.8 0.6 0.788
## 2070 0.8 0.6 0.782
## 2071 0.8 0.6 0.777
## 2072 5.2 4.9 0.855
## 2073 5.2 4.8 0.854
## 2074 5.1 4.7 0.843
## 2075 5.1 4.7 0.837
## 2076 5.1 4.6 0.827
## 2077 5.0 4.6 0.825
## 2078 5.0 4.6 0.828
## 2079 5.0 4.5 0.825
## 2080 4.9 4.5 0.830
## 2081 4.9 4.5 0.835
## 2082 4.8 4.5 0.830
## 2083 4.8 4.5 0.826
## 2084 4.8 4.5 0.815
## 2085 4.8 4.5 0.807
## 2086 4.8 4.5 0.809
## 2087 4.8 4.5 0.808
## 2088 1.5 1.0 NA
## 2089 1.5 1.0 NA
## 2090 1.5 1.0 NA
## 2091 1.5 1.0 NA
## 2092 1.5 1.0 NA
## 2093 1.5 1.0 NA
## 2094 1.5 1.0 NA
## 2095 1.5 1.0 NA
## 2096 1.5 1.0 NA
## 2097 1.5 1.0 NA
## 2098 1.6 1.0 NA
## 2099 1.6 1.0 NA
## 2100 1.6 1.0 NA
## 2101 1.6 1.1 NA
## 2102 1.6 1.1 NA
## 2103 1.6 1.1 NA
## 2120 2.5 2.7 0.798
## 2121 2.6 2.8 0.797
## 2122 2.7 2.9 0.794
## 2123 2.8 3.0 0.797
## 2124 2.9 3.1 0.798
## 2145 2.4 2.7 0.754
## 2150 2.8 3.0 0.720
## 2151 2.9 3.0 0.709
## 2153 5.8 5.8 0.488
## 2157 6.5 6.3 0.454
## 2162 6.8 7.0 0.388
## 2164 7.0 7.3 0.359
## 2169 4.3 4.3 0.735
## 2170 4.3 4.3 0.723
## 2171 4.3 4.3 0.734
## 2172 4.3 4.3 0.735
## 2173 4.3 4.3 0.733
## 2174 4.3 4.3 0.724
## 2175 4.3 4.4 0.717
## 2176 4.3 4.4 0.710
## 2179 4.4 4.4 0.689
## 2189 3.5 3.5 0.712
## 2193 3.6 3.6 0.702
## 2201 0.2 0.1 0.702
## 2202 0.2 0.1 0.701
## 2203 0.2 0.1 0.700
## 2204 0.2 0.1 0.698
## 2205 0.2 0.1 0.693
## 2206 0.2 0.2 0.690
## 2208 0.2 0.2 0.688
## 2209 0.2 0.2 0.682
## 2211 0.2 0.2 0.671
## 2216 0.2 0.2 0.640
## 2218 5.5 5.3 0.565
## 2223 6.1 6.0 0.542
## 2224 6.3 6.2 0.533
## 2227 6.9 6.8 0.521
## 2234 7.8 7.6 0.845
## 2235 7.7 7.5 0.841
## 2236 7.6 7.5 0.830
## 2237 7.5 7.4 0.818
## 2238 7.4 7.4 0.804
## 2239 7.3 7.4 0.792
## 2240 7.3 7.3 0.787
## 2241 7.2 7.3 0.779
## 2242 7.2 7.3 0.773
## 2243 7.2 7.3 0.767
## 2244 7.2 7.3 0.761
## 2245 7.2 7.3 0.754
## 2246 7.2 7.3 0.747
## 2247 7.3 7.3 0.745
## 2248 7.3 7.3 0.742
## 2249 7.3 7.4 0.737
## 2253 1.0 9.9 0.463
## 2254 1.2 1.1 0.455
## 2258 11.0 1.9 0.425
## 2265 12.3 12.3 0.378
## 2266 2.0 2.0 0.775
## 2267 2.1 2.1 0.771
## 2268 2.1 2.1 0.766
## 2269 2.1 2.1 0.767
## 2270 2.2 2.2 0.757
## 2271 2.2 2.3 0.755
## 2272 2.3 2.3 0.754
## 2273 2.3 2.4 0.749
## 2274 2.4 2.4 0.743
## 2275 2.5 2.5 0.739
## 2276 2.5 2.6 0.730
## 2277 2.6 2.6 0.720
## 2278 2.7 2.7 0.715
## 2279 2.7 2.8 0.715
## 2280 2.8 2.8 0.709
## 2281 2.8 2.9 0.702
## 2283 5.7 6.0 0.766
## 2287 5.8 6.2 0.740
## 2300 7.7 7.6 0.413
## 2306 8.9 8.9 0.357
## 2308 9.3 9.3 0.341
## 2310 9.7 9.8 0.322
## 2314 2.2 2.2 0.924
## 2315 2.2 2.2 0.922
## 2316 2.2 2.2 0.920
## 2317 2.2 2.1 0.917
## 2318 2.1 2.1 0.911
## 2319 2.1 2.1 0.889
## 2320 2.1 2.1 0.887
## 2321 2.1 2.1 0.880
## 2322 2.1 2.0 0.873
## 2323 2.1 2.0 0.839
## 2324 2.1 2.0 0.821
## 2325 2.1 2.0 0.820
## 2326 2.1 2.0 0.819
## 2327 2.1 2.0 0.818
## 2328 2.1 2.0 0.820
## 2329 2.1 2.0 0.810
## 2330 1.2 1.2 0.842
## 2331 1.2 1.2 0.841
## 2332 1.2 1.3 0.838
## 2333 1.2 1.3 0.835
## 2334 1.2 1.3 0.829
## 2335 1.3 1.3 0.822
## 2336 1.3 1.4 0.820
## 2337 1.3 1.4 0.813
## 2338 1.3 1.4 0.802
## 2339 1.4 1.5 0.793
## 2340 1.4 1.5 0.784
## 2341 1.4 1.5 0.776
## 2342 1.5 1.6 0.771
## 2343 1.5 1.6 0.763
## 2344 1.5 1.6 0.763
## 2345 1.6 1.7 0.761
## 2346 1.4 1.3 0.888
## 2347 1.4 1.4 0.888
## 2348 1.4 1.4 0.878
## 2349 1.5 1.5 0.877
## 2350 1.6 1.6 0.876
## 2351 1.6 1.6 0.872
## 2352 1.7 1.7 0.873
## 2353 1.7 1.7 0.869
## 2354 1.8 1.8 0.865
## 2355 1.8 1.9 0.858
## 2356 1.9 2.0 0.853
## 2357 2.0 2.0 0.850
## 2358 2.0 2.1 0.843
## 2359 2.1 2.2 0.835
## 2360 2.2 2.2 0.824
## 2361 2.2 2.3 0.818
## 2370 1.2 1.2 0.482
## 2371 1.3 1.3 0.470
## 2372 1.3 1.3 0.465
## 2373 1.3 1.3 0.459
## 2375 1.4 1.4 0.446
## 2386 7.3 7.1 NA
## 2397 6.0 7.3 0.644
## 2425 NA NA 0.000
## 2426 0.6 0.5 0.882
## 2427 0.6 0.5 0.877
## 2428 0.6 0.5 0.874
## 2429 0.6 0.5 0.871
## 2430 0.6 0.5 0.867
## 2431 0.6 0.5 0.860
## 2432 0.6 0.5 0.858
## 2433 0.6 0.5 0.854
## 2434 0.6 0.5 0.849
## 2435 0.6 0.5 0.844
## 2436 0.6 0.5 0.837
## 2437 0.6 0.5 0.833
## 2438 0.6 0.5 0.830
## 2439 0.6 0.5 0.828
## 2440 0.6 0.5 0.825
## 2441 0.6 0.5 0.820
## 2442 15.1 15.0 0.764
## 2443 15.2 15.0 0.760
## 2444 15.2 15.1 0.757
## 2445 15.3 15.2 0.752
## 2446 15.3 15.3 0.746
## 2447 15.3 15.3 0.739
## 2450 15.4 15.5 0.725
## 2451 15.4 15.5 0.718
## 2452 15.4 15.5 0.712
## 2454 15.4 15.5 0.697
## 2455 15.4 15.6 0.699
## 2456 15.4 15.6 0.686
## 2467 NA NA 0.430
## 2479 3.5 3.4 0.700
## 2482 3.5 3.4 0.684
## 2484 3.5 3.4 0.672
## 2496 5.8 5.9 0.519
## 2498 6.5 6.7 0.508
## 2500 7.3 7.5 0.495
## 2501 7.7 7.9 0.492
## 2502 8.2 8.4 0.493
## 2506 1.5 1.4 0.909
## 2507 1.5 1.3 0.906
## 2508 1.4 1.3 0.904
## 2509 1.4 1.3 0.903
## 2510 1.4 1.3 0.901
## 2511 1.3 1.3 0.895
## 2512 1.3 1.3 0.898
## 2513 1.3 1.3 0.897
## 2514 1.3 1.3 0.895
## 2515 1.3 1.3 0.892
## 2516 1.3 1.3 0.890
## 2517 1.3 1.3 0.888
## 2518 1.3 1.3 0.882
## 2519 1.3 1.3 0.880
## 2520 1.3 1.3 0.877
## 2521 1.4 1.3 0.873
## 2522 0.4 0.3 0.938
## 2523 0.4 0.3 0.936
## 2524 0.4 0.3 0.934
## 2525 0.5 0.3 0.932
## 2526 0.5 0.3 0.932
## 2527 0.5 0.4 0.920
## 2528 0.5 0.4 0.916
## 2529 0.5 0.4 0.914
## 2530 0.5 0.4 0.911
## 2531 0.6 0.4 0.904
## 2532 0.6 0.4 0.899
## 2533 0.6 0.4 0.895
## 2534 0.6 0.5 0.889
## 2535 0.6 0.5 0.890
## 2536 0.7 0.5 0.888
## 2537 0.7 0.5 0.879
## 2540 6.3 6.1 0.635
## 2541 6.3 6.1 0.645
## 2543 6.4 6.1 0.650
## 2544 6.4 6.2 0.648
## 2545 6.4 6.2 0.651
## 2546 6.4 6.2 0.644
## 2547 6.4 6.3 0.636
## 2548 6.5 6.3 0.624
## 2549 6.5 6.3 0.610
## 2550 6.6 6.4 0.599
## 2551 6.6 6.5 0.596
## 2552 6.7 6.5 0.589
## 2553 6.8 6.6 0.588
## 2570 7.7 7.7 0.738
## 2576 8.3 8.5 0.706
## 2586 2.1 2.1 0.746
## 2587 2.2 2.2 0.743
## 2588 2.2 2.2 0.741
## 2589 2.2 2.2 0.739
## 2590 2.2 2.3 0.735
## 2591 2.3 2.3 0.732
## 2592 2.3 2.4 0.730
## 2593 2.4 2.4 0.714
## 2594 2.4 2.5 0.709
## 2595 2.5 2.5 0.703
## 2596 2.5 2.6 0.000
## 2597 2.6 2.6 0.000
## 2598 2.7 2.7 0.000
## 2599 2.7 2.7 0.000
## 2600 2.8 2.8 0.000
## 2601 2.8 2.8 0.000
## 2612 12.0 11.9 0.492
## 2614 12.1 12.1 0.485
## 2622 7.1 7.0 0.457
## 2634 0.1 0.1 0.718
## 2635 0.1 0.1 0.716
## 2636 0.1 0.1 0.718
## 2637 0.1 0.1 0.717
## 2638 0.1 0.1 0.712
## 2639 0.1 0.1 0.707
## 2640 0.1 0.1 0.703
## 2641 0.1 0.1 0.698
## 2642 0.1 0.1 0.698
## 2643 0.1 0.1 0.695
## 2644 0.1 0.1 0.694
## 2650 5.7 5.9 0.779
## 2661 6.3 6.8 0.736
## 2666 6.5 6.4 0.723
## 2667 6.5 6.4 0.722
## 2668 6.4 6.3 0.720
## 2669 6.4 6.3 0.717
## 2670 6.4 6.3 0.714
## 2671 6.3 6.3 0.710
## 2672 6.3 6.3 0.706
## 2673 6.3 6.3 0.701
## 2674 6.3 6.3 0.695
## 2675 6.3 6.3 0.689
## 2676 6.4 6.3 0.683
## 2677 6.4 6.3 0.673
## 2678 6.4 6.3 0.667
## 2679 6.5 6.4 0.662
## 2680 6.5 6.4 0.654
## 2681 6.6 6.5 0.646
## 2682 4.9 4.8 0.764
## 2683 4.9 4.7 0.759
## 2684 4.9 4.7 0.754
## 2685 4.9 4.7 0.750
## 2686 4.9 4.7 0.737
## 2687 4.9 4.7 0.715
## 2688 4.9 4.8 0.709
## 2689 5.0 4.8 0.705
## 2690 5.0 4.8 0.697
## 2691 5.0 4.8 0.687
## 2692 5.0 4.9 0.681
## 2693 5.1 4.9 0.675
## 2694 5.1 5.0 0.668
## 2695 5.2 5.0 0.658
## 2696 5.2 5.1 0.653
## 2697 5.3 5.2 0.641
## 2701 3.2 3.3 0.672
## 2716 5.7 5.6 0.483
## 2722 6.2 6.2 0.453
## 2723 6.3 6.3 0.442
## 2724 6.4 6.4 0.434
## 2727 6.7 6.7 0.418
## 2732 2.3 2.4 0.746
## 2734 2.4 2.4 0.739
## 2735 2.4 2.5 0.734
## 2747 5.3 5.1 0.836
## 2748 5.2 5.0 0.832
## 2749 5.2 5.0 0.829
## 2750 5.1 5.0 0.826
## 2751 5.1 4.9 0.824
## 2752 5.1 4.9 0.826
## 2753 5.1 4.9 0.831
## 2754 5.1 4.9 0.829
## 2755 5.1 4.9 0.826
## 2756 5.1 4.9 0.823
## 2757 5.1 4.9 0.818
## 2758 5.2 4.9 0.813
## 2759 5.2 5.0 0.808
## 2760 5.3 5.0 0.803
## 2761 5.3 5.1 0.798
## 2762 5.4 5.1 0.791
## 2763 0.8 0.6 NA
## 2764 0.8 0.5 NA
## 2765 0.8 0.5 NA
## 2766 0.8 0.5 NA
## 2767 0.8 0.5 NA
## 2768 0.8 0.5 NA
## 2769 0.8 0.5 NA
## 2770 0.8 0.5 NA
## 2771 0.7 0.5 NA
## 2772 0.7 0.5 NA
## 2773 0.7 0.5 NA
## 2774 0.7 0.5 NA
## 2775 0.7 0.5 NA
## 2776 0.7 0.5 NA
## 2777 0.7 0.5 NA
## 2778 0.7 0.5 NA
## 2780 6.8 6.6 NA
## 2784 7.1 7.1 NA
## 2792 8.0 8.0 NA
## 2793 8.2 8.1 NA
## 2795 0.8 0.6 NA
## 2796 0.8 0.6 NA
## 2797 0.7 0.6 NA
## 2798 0.7 0.6 NA
## 2799 0.7 0.6 NA
## 2800 0.7 0.6 NA
## 2801 0.7 0.6 NA
## 2802 0.7 0.6 NA
## 2803 0.7 0.6 NA
## 2804 0.7 0.6 NA
## 2805 0.7 0.6 NA
## 2806 0.7 0.6 NA
## 2807 0.7 0.6 NA
## 2808 0.8 0.6 NA
## 2809 0.8 0.6 NA
## 2810 0.8 0.7 NA
## 2811 1.5 1.4 0.794
## 2812 1.5 1.4 0.791
## 2813 1.5 1.4 0.788
## 2814 1.5 1.5 0.784
## 2815 1.5 1.5 0.780
## 2816 1.5 1.5 0.777
## 2817 1.5 1.5 0.774
## 2818 1.6 1.5 0.770
## 2819 1.6 1.5 0.760
## 2820 1.6 1.6 0.756
## 2821 1.6 1.6 0.753
## 2822 1.7 1.6 0.750
## 2823 1.7 1.6 0.747
## 2824 1.7 1.7 0.746
## 2825 1.8 1.7 0.742
## 2826 1.8 1.7 0.738
## 2843 1.5 1.4 0.598
## 2844 1.5 1.4 0.596
## 2845 1.5 1.4 0.591
## 2846 1.5 1.4 0.592
## 2847 1.5 1.4 0.591
## 2848 1.5 1.4 0.590
## 2849 1.5 1.5 0.589
## 2858 1.7 1.7 0.000
## 2875 14.2 14.5 0.678
## 2876 14.3 14.7 0.675
## 2877 14.3 14.9 0.668
## 2878 14.4 15.0 0.662
## 2879 14.4 15.2 0.655
## 2880 14.5 15.4 0.647
## 2881 14.6 15.5 0.641
## 2882 14.7 15.7 0.633
## 2883 14.9 15.8 0.625
## 2884 15.1 15.9 0.618
## 2885 15.3 16.0 0.609
## 2886 15.4 16.1 0.601
## 2887 15.6 16.2 0.592
## 2888 15.6 16.3 0.584
## 2889 15.7 16.4 0.576
## 2890 15.8 16.4 0.569
## 2899 13.8 13.8 0.477
## 2904 14.0 14.0 0.450
## 2907 6.3 6.1 0.576
## 2914 6.8 6.7 0.504
## 2919 7.3 7.2 0.443
## 2920 7.4 7.3 0.433
## 2931 8.2 8.2 0.414
## 2932 8.6 8.6 0.408
## 2936 1.2 1.3 0.427
## Schooling
## 14 6.2
## 17 14.2
## 18 14.2
## 19 14.2
## 20 14.2
## 21 13.3
## 22 12.5
## 23 12.2
## 24 12.0
## 25 11.6
## 26 11.4
## 27 10.8
## 28 10.9
## 29 10.7
## 30 10.7
## 31 10.6
## 32 10.7
## 33 14.4
## 34 14.4
## 35 14.4
## 36 14.4
## 37 14.0
## 38 13.6
## 39 13.1
## 40 12.6
## 41 12.3
## 42 12.3
## 43 12.0
## 44 11.7
## 45 11.5
## 46 11.1
## 47 10.9
## 48 10.7
## 63 5.1
## 64 4.6
## 65 13.9
## 66 13.9
## 67 13.9
## 68 13.8
## 69 14.1
## 70 14.1
## 71 14.2
## 72 14.4
## 73 14.5
## 74 14.7
## 75 0.0
## 76 0.0
## 81 17.3
## 82 17.3
## 83 17.3
## 84 17.2
## 85 17.1
## 86 16.8
## 87 16.5
## 88 16.3
## 89 16.3
## 90 16.1
## 91 16.3
## 92 16.3
## 93 16.4
## 94 16.3
## 95 15.6
## 96 15.0
## 97 12.7
## 98 12.7
## 99 12.7
## 100 12.7
## 101 12.7
## 102 12.3
## 103 11.9
## 104 12.3
## 105 11.7
## 106 11.2
## 107 10.9
## 108 10.9
## 109 10.8
## 110 10.8
## 111 11.1
## 112 11.2
## 113 20.4
## 114 20.4
## 115 20.3
## 116 20.1
## 117 19.8
## 118 19.5
## 119 19.1
## 120 19.1
## 121 19.0
## 122 20.3
## 123 20.3
## 124 20.7
## 125 20.6
## 126 20.1
## 127 20.5
## 128 20.4
## 129 15.9
## 130 15.9
## 131 15.7
## 132 15.7
## 133 15.7
## 134 15.4
## 135 15.3
## 136 15.1
## 137 15.2
## 138 15.0
## 139 14.9
## 140 14.7
## 141 14.7
## 142 16.1
## 143 15.5
## 144 15.4
## 145 12.7
## 146 12.2
## 147 11.9
## 148 11.8
## 149 11.7
## 150 11.7
## 151 11.6
## 152 11.6
## 153 11.6
## 158 10.6
## 160 10.1
## 161 12.6
## 162 12.6
## 174 12.1
## 177 14.5
## 178 14.5
## 179 14.5
## 180 14.5
## 181 14.4
## 182 14.4
## 183 14.4
## 184 14.4
## 185 14.4
## 186 14.2
## 187 14.0
## 188 13.9
## 189 13.7
## 190 13.5
## 191 13.3
## 192 13.2
## 193 10.2
## 194 10.0
## 195 10.0
## 196 9.9
## 197 9.4
## 198 8.9
## 199 8.4
## 200 8.6
## 209 15.3
## 210 15.3
## 211 15.3
## 212 15.3
## 213 15.5
## 214 15.8
## 215 15.5
## 216 15.3
## 217 15.0
## 218 14.8
## 219 14.6
## 220 14.4
## 221 14.2
## 222 14.0
## 223 14.0
## 224 14.0
## 227 15.7
## 241 16.6
## 242 16.3
## 243 16.3
## 244 16.2
## 245 16.1
## 246 15.9
## 247 15.8
## 248 15.8
## 249 15.8
## 250 15.7
## 251 15.7
## 252 18.8
## 253 18.6
## 254 18.8
## 255 18.2
## 256 18.0
## 259 12.9
## 269 12.2
## 271 11.8
## 303 7.6
## 310 13.8
## 311 13.8
## 317 14.4
## 321 14.2
## 322 14.2
## 323 14.2
## 324 13.9
## 325 13.4
## 326 13.3
## 327 13.3
## 328 13.1
## 329 12.9
## 330 12.7
## 331 12.5
## 332 12.3
## 333 12.1
## 334 11.9
## 335 11.6
## 336 0.0
## 340 12.5
## 353 15.2
## 354 15.2
## 355 14.2
## 356 14.2
## 364 14.0
## 369 14.9
## 370 15.0
## 371 14.9
## 372 14.4
## 373 14.1
## 374 14.2
## 375 14.1
## 376 14.2
## 377 14.3
## 378 14.3
## 379 14.1
## 380 13.7
## 381 13.4
## 382 13.3
## 383 13.4
## 384 13.4
## 385 15.0
## 386 14.8
## 387 14.4
## 388 14.3
## 389 14.2
## 390 13.9
## 395 13.5
## 399 12.9
## 401 7.7
## 403 7.5
## 410 4.7
## 419 10.5
## 422 9.3
## 424 7.9
## 434 NA
## 449 13.5
## 450 13.5
## 451 13.6
## 452 13.2
## 453 13.1
## 454 12.7
## 455 12.4
## 456 12.2
## 457 11.9
## 458 11.9
## 459 11.2
## 460 11.1
## 461 11.3
## 462 11.3
## 469 10.7
## 473 10.3
## 486 9.7
## 491 8.3
## 494 8.4
## 495 7.1
## 497 16.3
## 498 15.9
## 499 15.9
## 500 15.9
## 501 15.9
## 502 15.9
## 503 15.9
## 504 15.8
## 505 15.8
## 506 15.8
## 507 15.8
## 508 15.8
## 509 15.8
## 510 15.8
## 511 15.8
## 512 15.9
## 522 6.0
## 525 5.6
## 526 5.4
## 527 5.3
## 528 5.2
## 535 6.3
## 539 5.6
## 540 5.6
## 541 5.4
## 542 5.1
## 543 4.9
## 544 4.7
## 545 16.3
## 546 16.2
## 547 15.6
## 548 15.5
## 549 15.4
## 550 15.2
## 551 15.3
## 552 15.2
## 553 14.8
## 554 14.9
## 555 14.6
## 556 14.3
## 557 14.0
## 558 13.9
## 559 13.7
## 560 13.5
## 561 13.5
## 562 13.1
## 563 12.7
## 564 12.4
## 565 12.8
## 566 12.5
## 567 12.2
## 568 11.9
## 569 11.4
## 570 11.0
## 571 10.6
## 572 10.2
## 573 9.9
## 574 9.7
## 575 9.6
## 576 9.5
## 577 13.6
## 578 13.6
## 579 13.3
## 580 13.2
## 581 13.0
## 582 12.8
## 583 12.4
## 584 12.2
## 585 11.9
## 586 11.5
## 587 11.1
## 588 11.3
## 589 11.6
## 594 11.1
## 620 9.2
## 626 14.2
## 627 13.9
## 628 13.7
## 629 13.6
## 630 13.4
## 631 13.3
## 632 13.1
## 633 12.9
## 634 12.8
## 635 12.6
## 636 12.4
## 637 12.2
## 638 12.1
## 639 11.9
## 640 11.7
## 641 11.6
## 642 15.3
## 643 15.1
## 644 14.9
## 645 14.6
## 646 14.5
## 647 14.2
## 648 14.2
## 649 14.3
## 650 14.3
## 651 13.9
## 652 13.6
## 653 13.3
## 654 12.9
## 655 12.6
## 656 12.3
## 657 12.2
## 658 13.9
## 659 14.0
## 660 14.7
## 661 15.7
## 662 16.5
## 663 17.6
## 664 17.7
## 665 17.1
## 666 16.0
## 667 14.7
## 668 14.2
## 669 13.2
## 670 12.9
## 671 12.5
## 672 12.3
## 673 12.1
## 674 14.3
## 675 14.0
## 676 13.8
## 677 13.8
## 678 13.8
## 679 14.6
## 680 14.1
## 681 13.7
## 682 13.5
## 683 13.4
## 684 13.5
## 685 13.4
## 686 13.0
## 687 12.5
## 688 12.4
## 689 12.5
## 690 NA
## 691 NA
## 692 NA
## 693 NA
## 694 NA
## 695 NA
## 696 NA
## 697 NA
## 698 NA
## 699 NA
## 700 NA
## 701 NA
## 702 NA
## 703 NA
## 704 NA
## 705 NA
## 706 NA
## 707 NA
## 708 NA
## 709 NA
## 731 NA
## 736 NA
## 738 19.2
## 739 19.2
## 740 18.7
## 741 18.4
## 742 16.9
## 743 16.8
## 744 16.8
## 745 16.8
## 746 16.7
## 747 16.9
## 748 16.6
## 749 16.5
## 750 16.3
## 751 16.6
## 752 16.2
## 753 16.5
## 763 4.3
## 775 13.0
## 781 12.6
## 783 12.4
## 787 14.0
## 788 14.0
## 789 13.4
## 790 13.3
## 791 13.2
## 792 13.1
## 793 13.1
## 794 13.0
## 795 12.9
## 796 12.8
## 798 12.7
## 825 12.8
## 827 12.9
## 831 12.0
## 832 11.8
## 835 9.2
## 836 9.2
## 841 9.1
## 861 5.4
## 867 16.5
## 868 16.5
## 869 16.5
## 870 16.5
## 871 16.4
## 872 16.2
## 891 7.1
## 900 15.2
## 904 14.6
## 905 14.5
## 906 14.3
## 907 14.2
## 911 13.3
## 912 13.3
## 915 17.0
## 916 17.0
## 917 17.0
## 918 17.0
## 919 16.9
## 920 16.8
## 921 17.0
## 922 17.1
## 923 17.2
## 924 17.2
## 925 17.1
## 926 18.3
## 927 18.1
## 928 18.0
## 929 17.7
## 930 17.3
## 931 16.3
## 932 16.2
## 933 16.2
## 934 16.1
## 935 16.1
## 936 16.0
## 937 16.0
## 938 16.1
## 939 16.1
## 940 16.1
## 941 15.5
## 942 15.5
## 943 15.4
## 944 15.5
## 945 15.6
## 946 15.7
## 953 12.4
## 957 12.4
## 959 12.3
## 961 12.3
## 977 6.8
## 978 6.5
## 979 13.9
## 980 13.5
## 981 13.5
## 982 13.4
## 983 13.3
## 984 13.3
## 985 12.8
## 986 13.1
## 987 12.5
## 988 12.6
## 989 12.2
## 990 12.0
## 991 11.8
## 992 11.8
## 993 11.7
## 994 11.4
## 995 17.1
## 996 17.0
## 997 16.9
## 998 16.9
## 999 16.8
## 1000 16.7
## 1001 16.7
## 1002 16.6
## 1003 16.6
## 1004 16.5
## 1005 16.4
## 1006 16.4
## 1007 16.3
## 1008 16.3
## 1009 16.2
## 1010 16.2
## 1019 9.1
## 1022 7.7
## 1023 7.9
## 1024 7.6
## 1025 8.0
## 1026 7.7
## 1027 17.2
## 1028 17.2
## 1029 17.1
## 1030 16.8
## 1031 16.7
## 1032 16.4
## 1033 16.2
## 1034 15.9
## 1035 16.4
## 1036 16.3
## 1037 15.6
## 1038 15.3
## 1039 15.2
## 1040 14.6
## 1041 14.2
## 1042 13.9
## 1043 15.8
## 1044 15.8
## 1045 15.8
## 1046 15.8
## 1047 15.8
## 1066 10.4
## 1068 9.8
## 1069 9.6
## 1070 9.3
## 1071 9.0
## 1072 8.8
## 1079 8.4
## 1082 7.9
## 1083 7.6
## 1099 8.8
## 1100 8.3
## 1101 8.0
## 1102 7.7
## 1103 7.4
## 1104 7.1
## 1105 6.7
## 1106 6.4
## 1110 10.6
## 1116 11.7
## 1123 9.1
## 1132 8.3
## 1133 8.2
## 1134 8.1
## 1135 8.1
## 1136 8.0
## 1137 7.9
## 1138 7.8
## 1139 11.2
## 1140 11.4
## 1141 11.6
## 1147 10.9
## 1155 15.6
## 1156 15.8
## 1157 15.4
## 1158 15.4
## 1159 15.4
## 1166 15.3
## 1171 19.0
## 1172 19.0
## 1173 19.0
## 1174 18.7
## 1175 18.6
## 1176 18.4
## 1177 18.4
## 1178 18.2
## 1179 18.2
## 1180 18.1
## 1181 17.9
## 1182 18.3
## 1183 17.6
## 1184 17.2
## 1185 17.1
## 1186 16.8
## 1190 11.3
## 1193 10.5
## 1194 10.2
## 1195 9.9
## 1196 9.7
## 1211 11.0
## 1213 11.1
## 1219 14.8
## 1220 14.9
## 1221 15.0
## 1222 13.6
## 1223 13.1
## 1224 12.9
## 1225 12.8
## 1226 12.1
## 1227 11.8
## 1228 11.4
## 1229 11.4
## 1230 11.8
## 1232 11.9
## 1233 11.6
## 1234 11.6
## 1237 10.3
## 1238 10.5
## 1239 10.4
## 1240 10.4
## 1241 10.3
## 1245 10.1
## 1246 9.8
## 1248 9.1
## 1249 8.7
## 1250 8.6
## 1251 18.6
## 1252 18.6
## 1253 18.6
## 1254 18.5
## 1255 18.5
## 1256 18.2
## 1257 17.9
## 1258 17.9
## 1259 17.6
## 1260 17.6
## 1261 17.5
## 1262 17.1
## 1263 16.8
## 1264 16.5
## 1265 16.4
## 1266 16.2
## 1267 16.0
## 1268 16.0
## 1269 15.9
## 1270 15.9
## 1271 15.8
## 1272 15.7
## 1273 15.6
## 1274 15.8
## 1275 15.7
## 1276 15.7
## 1277 15.8
## 1278 15.9
## 1279 16.0
## 1280 15.3
## 1281 15.1
## 1282 15.2
## 1283 16.3
## 1284 16.3
## 1285 16.5
## 1286 16.6
## 1287 16.4
## 1288 16.4
## 1289 16.3
## 1290 16.3
## 1291 16.1
## 1292 16.0
## 1293 15.8
## 1294 15.6
## 1295 15.4
## 1296 15.2
## 1297 14.9
## 1298 14.8
## 1299 12.8
## 1300 12.8
## 1301 12.8
## 1302 12.8
## 1303 12.8
## 1304 12.7
## 1305 12.7
## 1306 12.6
## 1307 12.5
## 1308 12.5
## 1315 15.3
## 1316 15.3
## 1317 15.3
## 1318 15.3
## 1319 15.1
## 1320 15.1
## 1321 15.0
## 1322 15.0
## 1323 15.0
## 1324 14.9
## 1325 14.9
## 1326 14.8
## 1327 14.8
## 1328 14.7
## 1329 14.6
## 1330 14.5
## 1331 13.1
## 1332 13.1
## 1333 13.1
## 1334 12.9
## 1335 13.1
## 1336 13.2
## 1337 13.6
## 1338 13.6
## 1339 13.6
## 1340 13.7
## 1341 13.8
## 1342 13.5
## 1343 13.2
## 1344 13.0
## 1345 12.7
## 1346 12.6
## 1348 15.0
## 1349 15.0
## 1380 11.9
## 1381 11.9
## 1382 11.9
## 1383 11.9
## 1384 11.9
## 1385 11.9
## 1386 11.6
## 1395 13.3
## 1396 13.0
## 1397 13.1
## 1398 13.2
## 1399 13.4
## 1400 13.5
## 1401 13.6
## 1402 13.8
## 1403 13.9
## 1404 14.1
## 1405 14.2
## 1406 14.4
## 1407 14.1
## 1408 13.9
## 1409 14.0
## 1410 14.1
## 1412 12.8
## 1414 12.3
## 1417 12.4
## 1429 10.4
## 1430 10.2
## 1436 9.0
## 1448 16.0
## 1454 15.5
## 1455 15.2
## 1459 13.3
## 1460 13.3
## 1461 13.3
## 1462 13.3
## 1463 13.2
## 1464 13.3
## 1465 13.2
## 1466 13.1
## 1467 12.9
## 1468 13.2
## 1469 13.7
## 1470 14.2
## 1471 14.8
## 1472 15.2
## 1473 15.0
## 1474 14.9
## 1479 11.0
## 1500 10.0
## 1503 10.3
## 1506 8.7
## 1507 13.4
## 1508 13.4
## 1509 13.4
## 1510 13.7
## 1512 14.3
## 1513 14.6
## 1514 14.8
## 1515 15.1
## 1516 15.4
## 1517 15.7
## 1518 15.9
## 1519 16.0
## 1520 15.8
## 1521 15.7
## 1522 15.5
## 1527 16.7
## 1531 16.4
## 1534 16.3
## 1535 15.8
## 1536 15.3
## 1537 14.7
## 1538 14.0
## 1539 13.9
## 1540 13.9
## 1541 13.9
## 1542 13.9
## 1543 13.9
## 1544 13.7
## 1545 13.5
## 1546 13.5
## 1547 13.5
## 1548 13.5
## 1549 13.5
## 1550 13.5
## 1551 13.6
## 1552 13.5
## 1553 13.4
## 1554 13.5
## 1555 10.3
## 1557 10.3
## 1574 10.7
## 1581 9.7
## 1584 10.4
## 1587 13.1
## 1588 13.0
## 1589 12.9
## 1590 12.9
## 1591 13.0
## 1592 12.8
## 1593 12.6
## 1594 12.5
## 1595 12.3
## 1596 12.7
## 1597 12.9
## 1598 12.7
## 1599 12.1
## 1600 12.0
## 1601 11.9
## 1602 11.6
## 1603 12.7
## 1604 12.7
## 1605 12.4
## 1606 12.1
## 1607 11.8
## 1608 11.6
## 1609 11.8
## 1610 11.8
## 1611 11.9
## 1612 12.0
## 1613 12.1
## 1614 12.2
## 1615 11.8
## 1616 12.0
## 1617 11.8
## 1618 11.3
## 1622 7.7
## 1629 5.8
## 1632 4.9
## 1633 4.6
## 1634 4.4
## 1635 14.6
## 1636 14.3
## 1637 14.2
## 1638 14.1
## 1639 14.8
## 1640 14.6
## 1641 14.4
## 1642 14.6
## 1643 14.4
## 1644 14.8
## 1645 14.8
## 1646 14.2
## 1647 13.8
## 1648 13.8
## 1649 13.7
## 1650 13.8
## 1652 8.5
## 1653 8.5
## 1654 8.2
## 1655 7.8
## 1667 6.4
## 1668 15.2
## 1669 14.7
## 1670 14.7
## 1684 13.3
## 1685 13.1
## 1686 12.9
## 1687 12.7
## 1688 12.6
## 1689 12.5
## 1690 12.5
## 1691 12.3
## 1692 12.3
## 1693 12.2
## 1694 12.2
## 1695 12.1
## 1696 11.9
## 1697 11.6
## 1698 11.6
## 1699 11.4
## 1712 10.4
## 1713 10.2
## 1722 14.3
## 1725 13.0
## 1733 15.1
## 1734 15.1
## 1735 15.1
## 1736 15.1
## 1737 15.1
## 1738 15.0
## 1739 14.6
## 1740 14.2
## 1741 13.6
## 1742 13.2
## 1743 12.8
## 1744 12.6
## 1745 0.0
## 1746 0.0
## 1747 0.0
## 1748 0.0
## 1749 12.1
## 1750 12.1
## 1751 12.1
## 1752 11.6
## 1753 11.2
## 1754 10.7
## 1755 10.5
## 1756 10.3
## 1757 10.0
## 1758 10.0
## 1759 9.8
## 1760 9.6
## 1761 9.3
## 1762 8.8
## 1764 8.0
## 1767 9.1
## 1768 9.2
## 1769 9.5
## 1770 9.3
## 1771 9.2
## 1772 8.8
## 1779 5.8
## 1780 5.4
## 1782 9.1
## 1783 9.1
## 1784 9.1
## 1785 9.1
## 1786 8.8
## 1790 8.0
## 1803 11.4
## 1812 11.5
## 1823 9.6
## 1824 9.4
## 1826 9.2
## 1828 9.0
## 1830 18.1
## 1831 18.1
## 1832 18.1
## 1833 18.1
## 1834 17.2
## 1835 17.0
## 1836 16.9
## 1837 16.8
## 1838 16.6
## 1839 16.5
## 1840 16.4
## 1841 16.5
## 1842 16.5
## 1843 16.9
## 1844 16.7
## 1845 16.5
## 1846 19.2
## 1847 19.2
## 1848 19.3
## 1849 19.5
## 1850 19.7
## 1851 20.3
## 1852 19.3
## 1853 19.5
## 1854 19.2
## 1855 19.1
## 1856 18.9
## 1857 18.4
## 1858 18.2
## 1859 17.5
## 1860 17.4
## 1861 17.2
## 1862 11.7
## 1863 11.6
## 1866 11.5
## 1871 11.0
## 1878 5.4
## 1890 3.0
## 1904 8.9
## 1905 8.5
## 1906 8.1
## 1907 7.7
## 1908 8.0
## 1909 7.6
## 1911 17.7
## 1912 17.7
## 1913 17.5
## 1914 17.6
## 1915 17.6
## 1916 17.4
## 1917 17.4
## 1918 17.6
## 1919 17.6
## 1920 17.5
## 1921 17.6
## 1922 17.5
## 1923 17.1
## 1924 17.1
## 1925 17.5
## 1926 17.1
## 1927 13.7
## 1928 13.7
## 1929 13.7
## 1930 13.7
## 1931 13.6
## 1932 13.5
## 1933 12.4
## 1934 11.9
## 1935 11.5
## 1936 11.6
## 1937 11.5
## 1938 11.5
## 1939 11.2
## 1940 11.0
## 1941 10.7
## 1942 10.4
## 1953 6.1
## 1958 5.3
## 1960 13.0
## 1961 13.0
## 1962 12.9
## 1963 12.8
## 1964 12.9
## 1965 12.8
## 1966 12.8
## 1967 12.8
## 1968 12.9
## 1969 12.9
## 1970 12.9
## 1971 12.8
## 1972 12.8
## 1973 12.6
## 1974 12.4
## 1975 12.1
## 1983 8.9
## 1986 7.9
## 1992 12.3
## 1993 12.3
## 1994 12.3
## 1995 12.3
## 1996 12.3
## 2006 11.8
## 2008 13.4
## 2009 13.4
## 2010 13.4
## 2011 13.4
## 2012 13.4
## 2013 13.3
## 2014 13.3
## 2015 13.2
## 2016 13.2
## 2017 13.0
## 2018 13.0
## 2021 13.9
## 2022 13.4
## 2040 16.4
## 2041 16.4
## 2042 15.4
## 2043 15.3
## 2044 15.4
## 2045 15.1
## 2046 15.1
## 2047 15.0
## 2048 15.0
## 2049 15.0
## 2050 14.8
## 2051 15.5
## 2052 15.3
## 2053 15.0
## 2054 14.7
## 2056 16.6
## 2057 16.8
## 2058 16.3
## 2059 16.3
## 2060 16.2
## 2061 16.0
## 2062 16.0
## 2063 15.8
## 2064 15.4
## 2065 15.4
## 2066 15.4
## 2067 15.9
## 2068 15.8
## 2069 15.9
## 2070 15.7
## 2071 15.5
## 2072 13.4
## 2073 13.4
## 2074 13.4
## 2075 13.4
## 2076 12.4
## 2077 12.0
## 2078 11.8
## 2079 11.7
## 2080 12.6
## 2081 13.7
## 2082 13.7
## 2083 13.5
## 2084 12.8
## 2085 12.2
## 2086 12.6
## 2087 13.0
## 2088 NA
## 2089 NA
## 2090 NA
## 2091 NA
## 2092 NA
## 2093 NA
## 2094 NA
## 2095 NA
## 2096 NA
## 2097 NA
## 2098 NA
## 2099 NA
## 2100 NA
## 2101 NA
## 2102 NA
## 2103 NA
## 2120 14.7
## 2121 14.7
## 2122 14.7
## 2123 15.3
## 2124 15.7
## 2145 13.8
## 2150 12.5
## 2151 12.1
## 2153 10.8
## 2157 10.0
## 2162 8.8
## 2164 7.6
## 2169 13.1
## 2170 13.1
## 2171 13.1
## 2172 13.0
## 2173 12.9
## 2174 12.8
## 2175 12.7
## 2176 12.6
## 2179 12.2
## 2189 13.3
## 2193 13.3
## 2201 12.9
## 2202 12.9
## 2203 12.9
## 2204 12.9
## 2205 12.9
## 2206 12.9
## 2208 12.9
## 2209 12.9
## 2211 12.6
## 2216 12.1
## 2218 11.2
## 2223 10.6
## 2224 10.1
## 2227 10.2
## 2234 16.1
## 2235 15.8
## 2236 15.2
## 2237 14.5
## 2238 13.9
## 2239 13.3
## 2240 13.0
## 2241 12.8
## 2242 12.7
## 2243 12.5
## 2244 12.4
## 2245 12.3
## 2246 12.2
## 2247 12.1
## 2248 12.0
## 2249 11.8
## 2253 8.3
## 2254 7.9
## 2258 6.8
## 2265 5.2
## 2266 14.4
## 2267 14.3
## 2268 14.1
## 2269 14.0
## 2270 13.5
## 2271 13.6
## 2272 13.6
## 2273 13.5
## 2274 13.5
## 2275 13.4
## 2276 13.2
## 2277 13.1
## 2278 13.0
## 2279 13.2
## 2280 13.1
## 2281 13.0
## 2283 13.2
## 2287 13.2
## 2300 9.3
## 2306 8.2
## 2308 7.8
## 2310 7.4
## 2314 15.4
## 2315 15.4
## 2316 15.4
## 2317 15.4
## 2318 15.2
## 2319 14.5
## 2320 14.4
## 2321 14.2
## 2322 14.1
## 2323 13.9
## 2324 12.6
## 2325 12.7
## 2326 12.7
## 2327 12.6
## 2328 12.7
## 2329 12.5
## 2330 15.0
## 2331 15.1
## 2332 15.0
## 2333 15.0
## 2334 15.0
## 2335 15.0
## 2336 14.9
## 2337 14.8
## 2338 14.5
## 2339 14.3
## 2340 14.0
## 2341 13.8
## 2342 13.6
## 2343 13.3
## 2344 13.3
## 2345 13.0
## 2346 17.3
## 2347 17.6
## 2348 16.8
## 2349 16.8
## 2350 17.0
## 2351 16.9
## 2352 16.9
## 2353 16.9
## 2354 16.8
## 2355 16.7
## 2356 16.3
## 2357 16.6
## 2358 16.1
## 2359 15.6
## 2360 14.7
## 2361 14.6
## 2370 9.0
## 2371 8.4
## 2372 8.3
## 2373 8.1
## 2375 7.3
## 2386 NA
## 2397 12.8
## 2425 0.0
## 2426 17.7
## 2427 17.6
## 2428 17.5
## 2429 17.2
## 2430 16.9
## 2431 16.4
## 2432 16.3
## 2433 16.1
## 2434 16.0
## 2435 15.9
## 2436 15.8
## 2437 15.6
## 2438 15.6
## 2439 15.7
## 2440 15.7
## 2441 15.7
## 2442 14.0
## 2443 14.0
## 2444 13.8
## 2445 13.7
## 2446 13.6
## 2447 13.5
## 2450 13.2
## 2451 13.1
## 2452 12.9
## 2454 12.7
## 2455 12.6
## 2456 12.5
## 2467 6.2
## 2479 12.3
## 2482 11.7
## 2484 11.3
## 2496 10.8
## 2498 10.5
## 2500 9.7
## 2501 9.4
## 2502 9.1
## 2506 15.9
## 2507 15.8
## 2508 15.8
## 2509 15.8
## 2510 16.0
## 2511 15.8
## 2512 15.8
## 2513 15.7
## 2514 15.8
## 2515 15.9
## 2516 16.0
## 2517 16.0
## 2518 15.9
## 2519 15.9
## 2520 15.9
## 2521 15.9
## 2522 16.0
## 2523 15.9
## 2524 15.8
## 2525 15.7
## 2526 15.6
## 2527 15.4
## 2528 15.3
## 2529 15.3
## 2530 15.3
## 2531 15.2
## 2532 15.2
## 2533 15.1
## 2534 15.0
## 2535 15.2
## 2536 15.2
## 2537 15.1
## 2540 13.0
## 2541 12.5
## 2543 11.7
## 2544 11.8
## 2545 11.6
## 2546 11.5
## 2547 11.4
## 2548 11.0
## 2549 10.6
## 2550 10.3
## 2551 10.2
## 2552 10.1
## 2553 10.0
## 2570 13.6
## 2576 13.0
## 2586 12.9
## 2587 12.9
## 2588 12.9
## 2589 12.9
## 2590 12.9
## 2591 13.0
## 2592 13.0
## 2593 12.2
## 2594 12.2
## 2595 12.1
## 2596 11.9
## 2597 11.9
## 2598 11.9
## 2599 11.9
## 2600 11.8
## 2601 11.7
## 2612 10.6
## 2614 9.8
## 2622 11.5
## 2634 14.3
## 2635 14.3
## 2636 14.3
## 2637 14.4
## 2638 14.4
## 2639 14.4
## 2640 14.5
## 2641 14.5
## 2642 14.5
## 2643 14.6
## 2644 14.6
## 2650 12.7
## 2661 12.2
## 2666 14.6
## 2667 14.7
## 2668 14.7
## 2669 14.6
## 2670 14.5
## 2671 14.4
## 2672 14.4
## 2673 14.3
## 2674 14.3
## 2675 14.2
## 2676 13.9
## 2677 13.6
## 2678 13.5
## 2679 13.3
## 2680 13.1
## 2681 12.8
## 2682 14.5
## 2683 14.5
## 2684 14.4
## 2685 14.3
## 2686 13.8
## 2687 13.0
## 2688 12.5
## 2689 12.5
## 2690 12.3
## 2691 11.9
## 2692 11.9
## 2693 12.0
## 2694 11.9
## 2695 11.5
## 2696 11.1
## 2697 10.7
## 2701 10.7
## 2716 10.0
## 2722 10.6
## 2723 10.3
## 2724 10.6
## 2727 11.5
## 2732 15.2
## 2734 15.1
## 2735 14.9
## 2747 13.3
## 2748 13.3
## 2749 13.3
## 2750 13.3
## 2751 13.3
## 2752 13.3
## 2753 13.2
## 2754 13.1
## 2755 12.9
## 2756 12.8
## 2757 12.6
## 2758 12.4
## 2759 12.3
## 2760 12.1
## 2761 12.0
## 2762 11.8
## 2763 NA
## 2764 NA
## 2765 NA
## 2766 NA
## 2767 NA
## 2768 NA
## 2769 NA
## 2770 NA
## 2771 NA
## 2772 NA
## 2773 NA
## 2774 NA
## 2775 NA
## 2776 NA
## 2777 NA
## 2778 NA
## 2780 NA
## 2784 NA
## 2792 NA
## 2793 NA
## 2795 NA
## 2796 NA
## 2797 NA
## 2798 NA
## 2799 NA
## 2800 NA
## 2801 NA
## 2802 NA
## 2803 NA
## 2804 NA
## 2805 NA
## 2806 NA
## 2807 NA
## 2808 NA
## 2809 NA
## 2810 NA
## 2811 15.5
## 2812 15.5
## 2813 15.5
## 2814 15.5
## 2815 15.5
## 2816 15.6
## 2817 15.5
## 2818 15.7
## 2819 15.3
## 2820 15.2
## 2821 15.5
## 2822 15.5
## 2823 15.0
## 2824 14.7
## 2825 14.2
## 2826 14.0
## 2843 10.8
## 2844 10.8
## 2845 10.8
## 2846 10.8
## 2847 10.8
## 2848 10.8
## 2849 10.7
## 2858 9.6
## 2875 12.6
## 2876 12.5
## 2877 12.3
## 2878 12.2
## 2879 12.0
## 2880 11.9
## 2881 11.7
## 2882 11.6
## 2883 11.4
## 2884 11.3
## 2885 11.1
## 2886 11.0
## 2887 10.9
## 2888 10.7
## 2889 10.6
## 2890 10.4
## 2899 8.6
## 2904 8.0
## 2907 12.5
## 2914 11.4
## 2919 10.2
## 2920 10.0
## 2931 9.6
## 2932 9.5
## 2936 10.0
# Economical Group vs. Life Expectancy
# Economical: %expenditure, total expenditure, GDP, income composition
plot(Life.expectancy~percentage.expenditure,data=data, main = "Percentage Expenditure vs. Life Expectancy")
plot(Life.expectancy~percentage.expenditure,data=data, main = "Percentage Expenditure vs. Life Expectancy (subset)", xlim = c(0,1000))
# need to find the # of countries that spend 0% of expenditure on health
# relatively linear
# need to find how they define % expenditure (bc values greater than 100)
plot(Life.expectancy~Total.expenditure,data=data, main = "Total Expenditure vs. Life Expectancy")
# very scattered
plot(Life.expectancy~GDP,data=data, main = "GDP vs. Life Expectancy")
plot(Life.expectancy~GDP,data=data, main = "GDP vs. Life Expectancy (subset)", xlim = c(0,20000))
# relatively upward sloping
# Assuming 'data' is your data frame and 'Status' is the categorical variable for coloring
plot(Life.expectancy~Income.composition.of.resources,data=data, main = "Income Composition of Resources vs. Life Expectancy")
plot(Life.expectancy ~ Income.composition.of.resources, data = data,
pch = ifelse(data$Status == "Developed", 16, 17),
main = "Income Composition of Resources vs. Life Expectancy",
xlab = "Income Composition of Resources",
ylab = "Life Expectancy",
col = ifelse(data$Status == "Developed", "blue", "red"))
# higher = better (more diverse in income, more economic stability)
# remove total expenditure??
# countries where income composition = 0
# If the income composition of resources component of the HDI is reported as 0 for a country, it suggests that the country's income is not derived from the specific factors or resources considered in that component of the HDI
countries_with_zero_income <- subset(data, Income.composition.of.resources == 0)
countries_with_zero_income
## Country Year Status Life.expectancy
## 75 Antigua and Barbuda 2005 Developing 74.6
## 76 Antigua and Barbuda 2004 Developing 74.4
## 77 Antigua and Barbuda 2003 Developing 74.2
## 78 Antigua and Barbuda 2002 Developing 74.0
## 79 Antigua and Barbuda 2001 Developing 73.8
## 80 Antigua and Barbuda 2000 Developing 73.6
## 176 Bahamas 2000 Developing 72.6
## 294 Bhutan 2010 Developing 67.9
## 295 Bhutan 2009 Developing 67.4
## 296 Bhutan 2008 Developing 67.0
## 297 Bhutan 2007 Developing 66.5
## 298 Bhutan 2006 Developing 65.8
## 299 Bhutan 2005 Developing 65.0
## 300 Bhutan 2004 Developing 64.2
## 301 Bhutan 2003 Developing 63.3
## 302 Bhutan 2002 Developing 62.5
## 303 Bhutan 2001 Developing 61.7
## 304 Bhutan 2000 Developing 62.0
## 331 Bosnia and Herzegovina 2005 Developing 75.0
## 332 Bosnia and Herzegovina 2004 Developing 75.5
## 333 Bosnia and Herzegovina 2003 Developing 75.2
## 334 Bosnia and Herzegovina 2002 Developing 75.4
## 335 Bosnia and Herzegovina 2001 Developing 74.9
## 336 Bosnia and Herzegovina 2000 Developing 74.6
## 411 Burkina Faso 2005 Developing 53.3
## 412 Burkina Faso 2004 Developing 52.4
## 413 Burkina Faso 2003 Developing 51.6
## 414 Burkina Faso 2002 Developing 51.0
## 415 Burkina Faso 2001 Developing 56.0
## 416 Burkina Faso 2000 Developing 51.0
## 464 Cabo Verde 2000 Developing 69.9
## 544 Chad 2000 Developing 47.6
## 604 Comoros 2004 Developing 59.8
## 605 Comoros 2003 Developing 59.6
## 606 Comoros 2002 Developing 59.5
## 607 Comoros 2001 Developing 59.5
## 608 Comoros 2000 Developing 59.5
## 850 Equatorial Guinea 2000 Developing 52.7
## 861 Eritrea 2005 Developing 59.4
## 862 Eritrea 2004 Developing 59.1
## 863 Eritrea 2003 Developing 58.8
## 864 Eritrea 2002 Developing 58.5
## 865 Eritrea 2001 Developing 58.1
## 866 Eritrea 2000 Developing 45.3
## 898 Ethiopia 2000 Developing 51.2
## 994 Georgia 2000 Developing 71.8
## 1048 Grenada 2010 Developing 72.6
## 1049 Grenada 2009 Developing 72.4
## 1050 Grenada 2008 Developing 72.1
## 1051 Grenada 2007 Developing 71.9
## 1052 Grenada 2006 Developing 71.7
## 1053 Grenada 2005 Developing 71.5
## 1054 Grenada 2004 Developing 73.0
## 1055 Grenada 2003 Developing 71.1
## 1056 Grenada 2002 Developing 79.0
## 1057 Grenada 2001 Developing 77.0
## 1058 Grenada 2000 Developing 74.0
## 1101 Guinea-Bissau 2005 Developing 53.9
## 1102 Guinea-Bissau 2004 Developing 53.5
## 1103 Guinea-Bissau 2003 Developing 53.0
## 1104 Guinea-Bissau 2002 Developing 52.8
## 1105 Guinea-Bissau 2001 Developing 52.5
## 1106 Guinea-Bissau 2000 Developing 52.1
## 1389 Kiribati 2005 Developing 64.9
## 1390 Kiribati 2004 Developing 64.8
## 1391 Kiribati 2003 Developing 64.7
## 1392 Kiribati 2002 Developing 64.6
## 1393 Kiribati 2001 Developing 64.3
## 1394 Kiribati 2000 Developing 64.1
## 1469 Lebanon 2005 Developing 73.9
## 1470 Lebanon 2004 Developing 73.7
## 1471 Lebanon 2003 Developing 73.5
## 1472 Lebanon 2002 Developing 73.2
## 1473 Lebanon 2001 Developing 73.0
## 1474 Lebanon 2000 Developing 72.7
## 1570 Madagascar 2000 Developing 57.9
## 1715 Micronesia (Federated States of) 2000 Developing 67.0
## 1745 Montenegro 2003 Developing 73.5
## 1746 Montenegro 2002 Developing 73.4
## 1747 Montenegro 2001 Developing 73.3
## 1748 Montenegro 2000 Developing 73.0
## 1906 Nigeria 2003 Developing 48.1
## 1907 Nigeria 2002 Developing 47.7
## 1908 Nigeria 2001 Developing 47.4
## 1909 Nigeria 2000 Developing 47.1
## 1942 Oman 2000 Developing 72.6
## 2184 Saint Lucia 2000 Developing 71.6
## 2200 Saint Vincent and the Grenadines 2000 Developing 79.0
## 2297 Seychelles 2000 Developing 71.8
## 2415 South Sudan 2010 Developing 55.0
## 2416 South Sudan 2009 Developing 54.3
## 2417 South Sudan 2008 Developing 53.6
## 2418 South Sudan 2007 Developing 53.1
## 2419 South Sudan 2006 Developing 52.5
## 2420 South Sudan 2005 Developing 51.9
## 2421 South Sudan 2004 Developing 51.4
## 2422 South Sudan 2003 Developing 58.0
## 2423 South Sudan 2002 Developing 52.0
## 2424 South Sudan 2001 Developing 49.6
## 2425 South Sudan 2000 Developing 48.9
## 2485 Suriname 2004 Developing 68.3
## 2486 Suriname 2003 Developing 68.0
## 2487 Suriname 2002 Developing 67.9
## 2488 Suriname 2001 Developing 67.7
## 2489 Suriname 2000 Developing 67.4
## 2596 The former Yugoslav republic of Macedonia 2005 Developing 73.6
## 2597 The former Yugoslav republic of Macedonia 2004 Developing 73.5
## 2598 The former Yugoslav republic of Macedonia 2003 Developing 73.2
## 2599 The former Yugoslav republic of Macedonia 2002 Developing 72.8
## 2600 The former Yugoslav republic of Macedonia 2001 Developing 73.1
## 2601 The former Yugoslav republic of Macedonia 2000 Developing 72.6
## 2617 Timor-Leste 2000 Developing 58.7
## 2703 Turkmenistan 2010 Developing 65.8
## 2704 Turkmenistan 2009 Developing 65.6
## 2705 Turkmenistan 2008 Developing 64.5
## 2706 Turkmenistan 2007 Developing 64.1
## 2707 Turkmenistan 2006 Developing 63.7
## 2708 Turkmenistan 2005 Developing 63.3
## 2709 Turkmenistan 2004 Developing 63.5
## 2710 Turkmenistan 2003 Developing 63.4
## 2711 Turkmenistan 2002 Developing 63.3
## 2712 Turkmenistan 2001 Developing 64.0
## 2713 Turkmenistan 2000 Developing 63.8
## 2842 Uzbekistan 2000 Developing 67.1
## 2853 Vanuatu 2005 Developing 69.9
## 2854 Vanuatu 2004 Developing 69.6
## 2855 Vanuatu 2003 Developing 69.4
## 2856 Vanuatu 2002 Developing 69.3
## 2857 Vanuatu 2001 Developing 69.1
## 2858 Vanuatu 2000 Developing 69.0
## Adult.Mortality infant.deaths Alcohol percentage.expenditure Hepatitis.B
## 75 147 0 8.15 1455.6081860 99
## 76 149 0 7.28 22.8629521 97
## 77 151 0 7.16 1158.0652590 99
## 78 153 0 7.21 927.4075855 99
## 79 154 0 7.51 163.7676978 96
## 80 156 0 7.27 1127.7434700 NA
## 176 192 0 12.15 0.0000000 NA
## 294 228 1 0.28 244.0391949 91
## 295 232 1 0.17 27.4890705 93
## 296 234 1 0.21 302.6675790 96
## 297 238 1 0.16 283.8062360 95
## 298 245 1 0.29 169.2023968 95
## 299 254 1 0.73 145.5965445 95
## 300 263 1 0.96 2.5866982 89
## 301 273 1 0.52 19.1566409 95
## 302 282 1 0.29 151.9755193 83
## 303 29 1 0.14 8.5740298 89
## 304 312 1 0.17 93.3587284 98
## 331 12 0 4.56 45.7135426 93
## 332 99 0 4.25 3.4799189 36
## 333 12 0 4.14 39.8651804 NA
## 334 11 0 3.84 151.1399301 NA
## 335 113 0 3.85 143.2947487 NA
## 336 116 0 3.64 165.6168642 NA
## 411 313 48 4.88 8.7699893 NA
## 412 323 49 4.54 56.9610809 NA
## 413 332 49 4.58 41.6095128 NA
## 414 338 49 4.53 3.1955668 NA
## 415 344 48 4.56 23.1016899 NA
## 416 348 48 3.71 19.8392960 NA
## 464 155 0 3.49 122.5744699 NA
## 544 44 41 0.25 21.5270162 NA
## 604 269 2 0.27 7.2121108 77
## 605 271 2 0.26 45.0901084 28
## 606 271 2 0.08 29.4189749 NA
## 607 272 1 0.08 19.7174104 NA
## 608 272 1 0.09 35.0294862 NA
## 850 336 3 4.46 14.9545132 NA
## 861 34 7 1.07 5.0646890 96
## 862 342 7 0.64 10.2609734 84
## 863 343 7 0.56 6.9139980 91
## 864 343 7 0.83 0.7031322 86
## 865 345 7 0.61 5.5936195 NA
## 866 593 7 0.83 0.7359404 NA
## 898 391 253 0.88 11.5948177 NA
## 994 129 2 3.28 47.8170418 55
## 1048 154 0 7.91 145.8401998 97
## 1049 158 0 8.42 146.4384488 99
## 1050 162 0 8.92 754.9597129 99
## 1051 164 0 9.06 95.1937592 96
## 1052 167 0 9.06 662.2663687 91
## 1053 169 0 8.80 119.5548694 99
## 1054 187 0 8.43 100.9658730 83
## 1055 173 0 9.75 77.9454329 97
## 1056 176 0 10.71 513.3465408 98
## 1057 178 0 9.61 81.1135595 96
## 1058 182 0 9.40 676.5453878 NA
## 1101 37 5 3.10 22.0975798 NA
## 1102 38 5 2.58 13.5299956 NA
## 1103 38 5 2.16 2.5271154 NA
## 1104 35 5 2.47 24.6576176 NA
## 1105 32 5 2.55 0.8687085 NA
## 1106 3 5 2.84 6.6994187 NA
## 1389 213 0 0.60 111.7392134 5
## 1390 214 0 0.48 10.6242741 67
## 1391 215 0 0.50 1.7654135 73
## 1392 217 0 0.49 70.7557222 79
## 1393 219 0 0.60 59.9718585 85
## 1394 222 0 0.46 11.0754333 9
## 1469 11 1 1.94 630.0540723 77
## 1470 13 1 2.10 618.3614858 75
## 1471 15 1 2.19 527.9176618 74
## 1472 17 1 1.98 70.1320784 77
## 1473 11 1 2.19 510.6035166 8
## 1474 112 1 2.26 404.3879434 83
## 1570 283 44 1.16 35.6612506 NA
## 1715 185 0 2.23 0.0000000 87
## 1745 134 0 0.01 495.0782963 NA
## 1746 136 0 0.01 36.4802403 NA
## 1747 136 0 0.01 33.6698136 NA
## 1748 144 0 0.01 274.5472605 NA
## 1906 41 567 9.75 30.1955085 NA
## 1907 49 571 9.61 17.1377540 NA
## 1908 48 574 9.58 15.8309850 NA
## 1909 45 576 9.23 22.4817761 NA
## 1942 138 1 0.38 62.8665751 99
## 2184 183 0 11.69 0.0000000 NA
## 2200 186 0 4.80 0.0000000 NA
## 2297 188 0 8.24 601.7608115 98
## 2415 359 27 NA 0.0000000 NA
## 2416 369 27 NA 0.0000000 NA
## 2417 377 27 NA 0.0000000 NA
## 2418 381 27 NA 0.0000000 NA
## 2419 383 28 NA 0.0000000 NA
## 2420 383 28 NA 0.0000000 NA
## 2421 383 29 NA 0.0000000 NA
## 2422 383 29 NA 0.0000000 NA
## 2423 382 30 NA 0.0000000 NA
## 2424 381 30 NA 0.0000000 NA
## 2425 38 31 NA 0.0000000 NA
## 2485 214 0 4.55 4.2325767 NA
## 2486 223 0 4.53 32.3662077 NA
## 2487 221 0 4.41 250.7112373 NA
## 2488 219 0 4.23 191.2135044 NA
## 2489 224 0 4.29 268.1837972 NA
## 2596 12 0 1.75 0.0000000 53
## 2597 12 0 2.07 0.0000000 NA
## 2598 126 0 2.40 0.0000000 NA
## 2599 128 0 2.53 0.0000000 NA
## 2600 126 0 3.27 0.0000000 NA
## 2601 125 0 2.86 0.0000000 NA
## 2617 276 3 0.50 49.0696716 NA
## 2703 211 7 2.48 385.3251640 96
## 2704 215 6 2.35 37.8846606 97
## 2705 235 6 2.40 34.2397942 96
## 2706 241 6 2.58 0.3586514 98
## 2707 245 6 2.71 29.2723537 98
## 2708 248 6 2.85 2.1988858 99
## 2709 238 6 2.86 186.1013972 96
## 2710 231 7 2.88 179.6156482 97
## 2711 229 7 2.33 130.3784829 96
## 2712 221 7 2.35 106.1807060 NA
## 2713 224 7 2.90 88.2436347 NA
## 2842 189 30 1.60 48.5094174 NA
## 2853 165 0 0.88 337.2942846 61
## 2854 169 0 0.85 334.1673373 63
## 2855 173 0 1.20 27.2983907 64
## 2856 176 0 1.24 171.1373611 66
## 2857 179 0 0.91 163.1052920 68
## 2858 18 0 1.21 21.9007523 7
## Measles BMI under.five.deaths Polio Total.expenditure Diphtheria HIV.AIDS
## 75 0 41.4 0 98 4.41 99 0.1
## 76 0 4.8 0 97 4.21 97 0.1
## 77 0 4.1 0 99 4.53 99 0.1
## 78 0 39.5 0 93 4.41 98 0.1
## 79 0 38.9 0 99 4.48 97 0.1
## 80 0 38.2 0 96 4.13 95 0.1
## 176 0 54.4 0 91 5.21 99 0.1
## 294 21 2.3 1 92 5.17 91 0.5
## 295 6 19.5 1 93 6.30 93 0.4
## 296 7 18.8 1 96 6.58 96 0.4
## 297 11 18.0 1 93 5.88 95 0.3
## 298 2 17.4 1 96 5.27 95 0.3
## 299 11 16.7 1 95 5.28 95 0.3
## 300 3 16.1 1 9 4.41 89 0.3
## 301 0 15.5 1 96 4.90 95 0.2
## 302 27 14.9 1 89 7.75 86 0.1
## 303 756 14.4 1 88 5.91 88 0.1
## 304 418 13.9 1 98 6.91 92 0.1
## 331 23 5.5 0 95 8.50 93 0.1
## 332 28 49.9 0 87 9.40 84 0.1
## 333 18 49.4 0 87 7.94 87 0.1
## 334 28 48.8 0 86 7.10 8 0.1
## 335 0 48.2 0 92 7.16 91 0.1
## 336 43 47.6 0 87 7.90 85 0.1
## 411 253 14.2 89 94 6.87 82 2.3
## 412 77 13.7 91 83 6.45 79 2.5
## 413 1000 13.3 92 83 5.61 79 2.9
## 414 1000 12.9 93 69 5.26 69 3.2
## 415 1000 12.5 93 62 4.85 62 3.6
## 416 1000 12.2 92 45 5.60 45 4.0
## 464 2 21.5 0 9 4.81 9 0.8
## 544 1000 13.9 74 3 6.28 36 4.6
## 604 0 18.8 2 73 3.96 76 0.1
## 605 0 18.4 2 8 3.65 8 0.1
## 606 0 18.0 2 98 3.39 89 0.1
## 607 0 17.6 2 7 2.86 7 0.1
## 608 0 17.3 2 7 3.56 7 0.1
## 850 0 18.3 4 41 2.73 34 1.9
## 861 19 13.9 9 96 2.97 96 1.6
## 862 24 13.6 10 98 3.14 98 1.8
## 863 376 13.3 10 95 3.50 93 1.9
## 864 460 13.1 10 92 4.20 9 1.9
## 865 204 12.8 10 89 3.95 86 2.0
## 866 789 12.6 10 82 4.43 81 1.9
## 898 1000 12.3 404 55 4.36 3 5.0
## 994 50 46.0 2 81 6.94 8 0.1
## 1048 0 43.9 0 94 6.41 97 0.1
## 1049 0 43.1 0 99 6.24 99 0.1
## 1050 0 42.4 0 99 5.76 99 0.1
## 1051 0 41.8 0 96 5.88 96 0.1
## 1052 0 41.1 0 91 5.99 91 0.1
## 1053 0 4.5 0 99 5.50 99 0.1
## 1054 0 39.9 0 84 5.24 83 0.1
## 1055 0 39.4 0 98 5.89 97 0.1
## 1056 0 38.8 0 98 6.67 98 0.1
## 1057 0 38.2 0 96 7.67 96 0.1
## 1058 0 37.7 0 97 6.62 97 0.1
## 1101 0 2.1 8 73 5.72 68 5.4
## 1102 1000 19.6 8 69 5.41 64 5.0
## 1103 1000 19.0 8 65 5.62 6 4.6
## 1104 298 18.5 8 61 5.84 57 4.1
## 1105 126 17.9 9 56 5.40 53 3.6
## 1106 0 17.4 9 52 4.94 49 3.1
## 1389 0 72.1 0 74 1.60 79 0.1
## 1390 0 71.4 0 61 1.39 62 0.1
## 1391 0 7.6 0 79 9.98 7 0.1
## 1392 0 69.7 0 96 9.10 77 0.1
## 1393 0 68.8 0 88 9.00 85 0.1
## 1394 0 67.9 0 9 8.12 9 0.1
## 1469 618 6.8 1 74 8.42 77 0.1
## 1470 213 6.2 1 74 8.91 75 0.1
## 1471 526 59.7 1 74 9.30 74 0.1
## 1472 36 59.1 1 77 1.50 77 0.1
## 1473 8 58.6 1 8 1.90 8 0.1
## 1474 5 57.9 1 83 1.86 83 0.1
## 1570 1000 13.9 68 58 5.80 57 0.6
## 1715 0 61.5 0 85 7.88 85 0.1
## 1745 0 54.2 0 NA 8.91 NA 0.1
## 1746 0 53.5 0 NA 8.33 NA 0.1
## 1747 0 52.7 0 NA 8.23 NA 0.1
## 1748 0 51.9 0 NA 7.32 NA 0.1
## 1906 1000 18.3 918 42 4.50 29 5.4
## 1907 1000 17.8 928 4 2.43 25 5.3
## 1908 1000 17.3 936 36 3.25 27 5.1
## 1909 1000 16.9 943 31 2.84 29 4.9
## 1942 15 45.9 1 99 3.70 99 0.1
## 2184 0 36.8 0 7 5.53 7 0.4
## 2200 0 4.1 0 99 3.73 98 0.7
## 2297 0 27.1 0 98 4.62 98 0.1
## 2415 0 NA 41 NA NA NA 4.0
## 2416 0 NA 42 NA NA NA 4.2
## 2417 0 NA 42 NA NA NA 4.2
## 2418 0 NA 43 NA NA NA 4.2
## 2419 0 NA 43 NA NA NA 4.1
## 2420 0 NA 44 NA NA NA 3.9
## 2421 0 NA 45 NA NA NA 3.8
## 2422 0 NA 46 NA NA NA 3.5
## 2423 0 NA 48 NA NA NA 3.3
## 2424 0 NA 49 NA NA NA 3.0
## 2425 0 NA 50 NA NA NA 2.7
## 2485 0 5.4 0 84 6.88 85 0.9
## 2486 0 49.7 0 74 6.62 75 1.0
## 2487 0 49.0 0 74 7.14 73 1.6
## 2488 0 48.3 0 65 8.38 68 1.8
## 2489 0 47.6 0 7 9.65 71 0.4
## 2596 5 54.9 0 98 7.95 97 0.1
## 2597 9 54.5 0 95 8.64 94 0.1
## 2598 18 54.1 0 96 9.17 96 0.1
## 2599 19 53.6 0 97 9.10 96 0.1
## 2600 27 53.2 0 91 8.18 91 0.1
## 2601 36 52.7 0 96 8.52 95 0.1
## 2617 0 11.9 4 NA 3.26 NA 0.1
## 2703 0 44.2 8 96 1.99 96 0.1
## 2704 0 43.4 8 97 1.88 96 0.1
## 2705 0 42.7 8 96 1.93 96 0.1
## 2706 59 42.0 8 98 2.16 98 0.1
## 2707 48 41.3 8 98 2.90 98 0.1
## 2708 0 4.7 8 99 3.51 99 0.1
## 2709 1 4.0 8 98 4.30 97 0.1
## 2710 1 39.4 8 66 3.85 83 0.1
## 2711 11 38.7 8 99 3.34 98 0.1
## 2712 9 38.1 9 94 3.87 95 0.1
## 2713 113 37.5 9 98 3.94 97 0.1
## 2842 80 34.8 36 99 5.29 99 0.1
## 2853 3 44.9 0 67 3.87 68 0.1
## 2854 0 44.1 0 67 4.12 69 0.1
## 2855 165 43.3 0 67 4.20 69 0.1
## 2856 101 42.6 0 67 3.52 7 0.1
## 2857 7 41.9 0 67 3.37 7 0.1
## 2858 9 41.1 0 67 3.28 71 0.1
## GDP Population thinness..1.19.years thinness.5.9.years
## 75 11371.93895 NA 3.5 3.4
## 76 1352.83740 NA 3.5 3.4
## 77 9739.82556 NA 3.5 3.5
## 78 9386.71645 NA 3.6 3.5
## 79 9358.15416 NA 3.6 3.5
## 80 9875.16174 NA 3.7 3.6
## 176 NA NA 2.7 2.6
## 294 2178.92138 727641 16.6 17.3
## 295 177.23450 714458 16.8 17.5
## 296 1795.18137 795 17.1 17.8
## 297 1741.14255 686958 17.3 18.1
## 298 1335.45696 672228 17.5 18.3
## 299 1247.61392 656639 17.8 18.6
## 300 197.45788 64282 18.0 18.8
## 301 997.74171 623434 18.3 19.1
## 302 885.63822 66399 18.6 19.4
## 303 87.93877 5896 18.9 19.6
## 304 765.86324 573416 19.2 19.9
## 331 2968.41186 378153 2.9 2.9
## 332 265.64266 3781287 3.0 3.0
## 333 2214.73225 3779247 3.0 3.0
## 334 1761.53765 377587 3.1 3.1
## 335 1524.41222 3771284 3.2 3.2
## 336 1461.75520 376676 3.3 3.2
## 411 46.99887 1342193 1.3 9.8
## 412 371.32387 133569 1.5 1.1
## 413 332.34435 12654621 1.7 1.3
## 414 26.76354 122931 11.0 1.6
## 415 235.49123 11944587 11.2 1.8
## 416 226.47598 1167942 11.4 11.1
## 464 1239.37785 43579 9.6 9.5
## 544 166.23179 8342559 11.5 11.4
## 604 616.41972 597228 7.5 7.5
## 605 544.56653 583211 7.6 7.6
## 606 433.26915 569479 7.7 7.7
## 607 395.93194 555888 7.8 7.8
## 608 375.85286 542357 7.9 7.9
## 850 172.68491 614323 1.7 1.6
## 861 276.75896 39697 9.4 9.5
## 862 287.42222 3858623 9.6 9.6
## 863 232.79455 3738265 9.7 9.7
## 864 21.76880 3614639 9.9 9.9
## 865 215.13921 3497124 1.0 1.0
## 866 28.19695 339281 1.2 1.1
## 898 123.87626 66537331 11.9 11.8
## 994 691.99771 44183 3.1 3.1
## 1048 7365.66666 NA 3.8 3.8
## 1049 7395.88125 NA 3.8 3.8
## 1050 7946.94435 NA 3.8 3.9
## 1051 7322.59686 NA 3.9 3.9
## 1052 6764.72287 NA 3.9 3.9
## 1053 6754.51239 NA 3.9 4.0
## 1054 5836.17763 NA 4.0 4.0
## 1055 5773.73577 NA 4.0 4.1
## 1056 5292.23238 NA 4.1 4.1
## 1057 519.95871 NA 4.2 4.2
## 1058 5117.58992 NA 4.3 4.2
## 1101 424.95346 138838 9.2 9.0
## 1102 393.31382 135345 9.4 9.3
## 1103 36.57186 132122 9.6 9.5
## 1104 321.48132 1293523 9.8 9.7
## 1105 39.48675 1267512 1.0 1.0
## 1106 297.75194 1243229 1.2 1.2
## 1389 1214.55667 92325 0.2 0.2
## 1390 113.62860 9542 0.2 0.2
## 1391 115.38650 88895 0.2 0.2
## 1392 826.58554 87343 0.2 0.2
## 1393 734.94925 85858 0.2 0.2
## 1394 796.79376 8446 0.2 0.2
## 1469 5339.44129 3986852 4.7 4.6
## 1470 5424.22356 3863267 4.7 4.6
## 1471 5425.66970 371464 4.8 4.7
## 1472 5436.59522 3522837 4.8 4.7
## 1473 5253.12260 3359859 4.9 4.7
## 1474 5334.93329 3235366 4.9 4.8
## 1570 245.93966 1576686 8.7 8.6
## 1715 NA NA 0.3 0.3
## 1745 2789.17350 612267 2.4 2.4
## 1746 216.24327 69828 2.5 2.5
## 1747 199.58396 67389 2.5 2.6
## 1748 1627.42893 6495 2.6 2.7
## 1906 512.65719 131972533 13.5 13.6
## 1907 459.45721 12866671 13.8 13.8
## 1908 351.79967 125463434 14.1 14.1
## 1909 379.11933 1223529 14.3 14.4
## 1942 861.18596 NA 7.2 6.9
## 2184 NA NA 4.5 4.5
## 2200 NA NA 4.0 3.9
## 2297 7578.85153 81131 6.3 6.7
## 2415 1562.23935 167192 NA NA
## 2416 1264.78998 967667 NA NA
## 2417 1678.71186 9263136 NA NA
## 2418 NA 88568 NA NA
## 2419 NA 8468152 NA NA
## 2420 NA 818877 NA NA
## 2421 NA 7787655 NA NA
## 2422 NA 751642 NA NA
## 2423 NA 7237276 NA NA
## 2424 NA 6974442 NA NA
## 2425 NA 67656 NA NA
## 2485 36.48773 49363 3.5 3.5
## 2486 263.13990 488332 3.5 3.5
## 2487 2232.51324 48344 3.5 3.5
## 2488 1598.77512 47774 3.6 3.5
## 2489 1888.61829 47239 3.6 3.6
## 2596 NA NA 2.5 2.6
## 2597 NA NA 2.6 2.6
## 2598 NA NA 2.7 2.7
## 2599 NA NA 2.7 2.7
## 2600 NA NA 2.8 2.8
## 2601 NA NA 2.8 2.8
## 2617 422.28633 87167 12.2 12.2
## 2703 4439.23000 58721 3.2 3.3
## 2704 436.45922 5795 3.2 3.3
## 2705 394.46767 4935762 3.2 3.3
## 2706 26.37143 487137 3.3 3.3
## 2707 2136.66815 48115 3.3 3.3
## 2708 174.51475 4754641 3.4 3.4
## 2709 1453.91717 473398 3.4 3.4
## 2710 1283.88598 4655741 3.5 3.4
## 2711 967.91747 4612 3.5 3.5
## 2712 774.47634 45648 3.6 3.5
## 2713 643.17518 4516131 3.6 3.6
## 2842 558.22114 24654 3.4 3.4
## 2853 1886.43336 2937 1.6 1.5
## 2854 1787.94723 24143 1.6 1.5
## 2855 158.52724 198964 1.6 1.6
## 2856 1353.93482 193956 1.7 1.6
## 2857 1362.61731 18929 1.7 1.6
## 2858 1469.84915 18563 1.7 1.7
## Income.composition.of.resources Schooling
## 75 0 0.0
## 76 0 0.0
## 77 0 0.0
## 78 0 0.0
## 79 0 0.0
## 80 0 0.0
## 176 0 12.0
## 294 0 11.4
## 295 0 10.9
## 296 0 10.5
## 297 0 10.1
## 298 0 9.6
## 299 0 9.2
## 300 0 8.8
## 301 0 8.4
## 302 0 8.0
## 303 0 7.6
## 304 0 7.3
## 331 0 12.5
## 332 0 12.3
## 333 0 12.1
## 334 0 11.9
## 335 0 11.6
## 336 0 0.0
## 411 0 4.3
## 412 0 3.9
## 413 0 3.8
## 414 0 3.6
## 415 0 3.5
## 416 0 3.4
## 464 0 11.3
## 544 0 4.7
## 604 0 9.5
## 605 0 9.2
## 606 0 8.8
## 607 0 8.5
## 608 0 8.2
## 850 0 0.0
## 861 0 5.4
## 862 0 5.0
## 863 0 4.7
## 864 0 4.4
## 865 0 4.3
## 866 0 3.9
## 898 0 3.9
## 994 0 11.4
## 1048 0 15.8
## 1049 0 15.6
## 1050 0 15.4
## 1051 0 15.3
## 1052 0 15.1
## 1053 0 14.9
## 1054 0 14.8
## 1055 0 14.6
## 1056 0 14.4
## 1057 0 14.3
## 1058 0 14.1
## 1101 0 8.0
## 1102 0 7.7
## 1103 0 7.4
## 1104 0 7.1
## 1105 0 6.7
## 1106 0 6.4
## 1389 0 12.2
## 1390 0 12.4
## 1391 0 11.6
## 1392 0 11.7
## 1393 0 10.4
## 1394 0 10.0
## 1469 0 13.7
## 1470 0 14.2
## 1471 0 14.8
## 1472 0 15.2
## 1473 0 15.0
## 1474 0 14.9
## 1570 0 8.0
## 1715 0 0.0
## 1745 0 0.0
## 1746 0 0.0
## 1747 0 0.0
## 1748 0 0.0
## 1906 0 8.1
## 1907 0 7.7
## 1908 0 8.0
## 1909 0 7.6
## 1942 0 10.4
## 2184 0 12.8
## 2200 0 12.7
## 2297 0 12.3
## 2415 0 0.0
## 2416 0 0.0
## 2417 0 0.0
## 2418 0 0.0
## 2419 0 0.0
## 2420 0 0.0
## 2421 0 0.0
## 2422 0 0.0
## 2423 0 0.0
## 2424 0 0.0
## 2425 0 0.0
## 2485 0 11.1
## 2486 0 10.9
## 2487 0 11.0
## 2488 0 11.0
## 2489 0 11.1
## 2596 0 11.9
## 2597 0 11.9
## 2598 0 11.9
## 2599 0 11.9
## 2600 0 11.8
## 2601 0 11.7
## 2617 0 0.0
## 2703 0 10.6
## 2704 0 10.5
## 2705 0 10.5
## 2706 0 10.4
## 2707 0 10.4
## 2708 0 10.3
## 2709 0 10.3
## 2710 0 10.3
## 2711 0 10.2
## 2712 0 10.2
## 2713 0 0.0
## 2842 0 10.6
## 2853 0 10.6
## 2854 0 10.7
## 2855 0 10.4
## 2856 0 10.2
## 2857 0 10.1
## 2858 0 9.6
How much has improvement in health (based on health predictors) lowered life expectancy?
How does spending more money on health (ex: percentage expenditure or total expenditure) impact other factors that affect life expectancy?
##Jessica EDA
Social: status, alcohol, population, BMI, thinness(10-19), thinness(5-9), schooling
EDA: predictors vs response
# Install and load necessary libraries
library(ggplot2)
library(dplyr)
model <- lm(data$`Life.expectancy` ~ `Status` + `Alcohol` + `Population` + `BMI` + thinness..1.19.years + thinness.5.9.years + `Schooling`, data = data)
# Summarize the model
summary(model)
##
## Call:
## lm(formula = data$Life.expectancy ~ Status + Alcohol + Population +
## BMI + thinness..1.19.years + thinness.5.9.years + Schooling,
## data = data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -25.8852 -3.3294 0.5154 4.0088 26.9380
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 4.972e+01 8.979e-01 55.376 < 2e-16 ***
## StatusDeveloping -4.249e+00 4.427e-01 -9.597 < 2e-16 ***
## Alcohol -4.183e-01 4.491e-02 -9.312 < 2e-16 ***
## Population 6.829e-09 2.134e-09 3.201 0.00139 **
## BMI 9.246e-02 8.797e-03 10.509 < 2e-16 ***
## thinness..1.19.years -1.331e-01 7.548e-02 -1.764 0.07794 .
## thinness.5.9.years -7.969e-02 7.380e-02 -1.080 0.28040
## Schooling 1.839e+00 5.774e-02 31.849 < 2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 5.901 on 2106 degrees of freedom
## (824 observations deleted due to missingness)
## Multiple R-squared: 0.6435, Adjusted R-squared: 0.6424
## F-statistic: 543.2 on 7 and 2106 DF, p-value: < 2.2e-16
data$Status <- as.factor(data$Status)
plot(Life.expectancy ~ Status, data = data,
col = ifelse(data$Status == "Developed", "blue", "red"),
main = "Status vs. Life Expectancy",
xlab = "Status", ylab = "Life Expectancy")
plot(Life.expectancy~Alcohol,data=data, main = "Scatter Plot of Alcohol Consumption vs. Life Expectancy",
xlab = "Alcohol Consumption", ylab = "Life Expectancy")
plot(Life.expectancy~Population,data=data, main = "Scatter Plot of Population vs. Life Expectancy",
xlab = "Population", ylab = "Life Expectancy")
plot(Life.expectancy~BMI,data=data, main = "Scatter Plot of BMI vs. Life Expectancy",
xlab = "BMI", ylab = "Life Expectancy")
plot(Life.expectancy~thinness..1.19.years,data=data, main = "Thinness 10-19 years vs. Life Expectancy",
xlab = "Thinness 10-19 years", ylab = "Life Expectancy")
plot(Life.expectancy~thinness.5.9.years,data=data, main = "Scatter Plot of Thinness 5-9 years vs. Life Expectancy",
xlab = "Thinness 5-9 years", ylab = "Life Expectancy")
plot(Life.expectancy~Schooling,data=data, main = "Schooling vs. Life Expectancy",
xlab = "Schooling", ylab = "Life Expectancy")
Group Lasso code:
library(grpreg)
##
## Attaching package: 'grpreg'
## The following object is masked from 'package:dplyr':
##
## select
X <- as.matrix(imputed_data[, c("Hepatitis.B", "Polio", "Diphtheria", "Adult.Mortality", "under.five.deaths", "HIV.AIDS", "percentage.expenditure", "GDP", "Income.composition.of.resources", "Alcohol", "Population", "BMI")])
y <- imputed_data$Life.expectancy
# Specify group indices
group_indices <- list(c(1, 2, 3), c(4, 5, 6), c(7, 8, 9), c(10, 11, 12))
# Perform linear regression with group lasso
fit <- grpreg(X, y, groups = group_indices, penalty = "grLasso")
# Display coefficients
coef(fit)
## 7.0023 6.3802 5.8134 5.297
## (Intercept) 69.23181 67.375620 66.546124572 65.965901992
## Hepatitis.B 0.00000 0.000000 0.000000000 0.000000000
## Polio 0.00000 0.000000 0.000000000 0.000000000
## Diphtheria 0.00000 0.000000 0.000000000 0.000000000
## Adult.Mortality 0.00000 0.000000 -0.002530686 -0.005352157
## under.five.deaths 0.00000 0.000000 0.000000000 0.000000000
## HIV.AIDS 0.00000 0.000000 0.000000000 0.000000000
## percentage.expenditure 0.00000 0.000000 0.000000000 0.000000000
## GDP 0.00000 0.000000 0.000000000 0.000000000
## Income.composition.of.resources 0.00000 2.961789 4.950222161 6.617303940
## Alcohol 0.00000 0.000000 0.000000000 0.000000000
## Population 0.00000 0.000000 0.000000000 0.000000000
## BMI 0.00000 0.000000 0.000000000 0.000000000
## 4.8264 4.3976 4.007
## (Intercept) 65.437247967 64.95555811 64.51666026
## Hepatitis.B 0.000000000 0.00000000 0.00000000
## Polio 0.000000000 0.00000000 0.00000000
## Diphtheria 0.000000000 0.00000000 0.00000000
## Adult.Mortality -0.007923045 -0.01026554 -0.01239994
## under.five.deaths 0.000000000 0.00000000 0.00000000
## HIV.AIDS 0.000000000 0.00000000 0.00000000
## percentage.expenditure 0.000000000 0.00000000 0.00000000
## GDP 0.000000000 0.00000000 0.00000000
## Income.composition.of.resources 8.136267665 9.52029084 10.78136120
## Alcohol 0.000000000 0.00000000 0.00000000
## Population 0.000000000 0.00000000 0.00000000
## BMI 0.000000000 0.00000000 0.00000000
## 3.651 3.3267 3.0311
## (Intercept) 64.08652178 63.65386474 63.25978722
## Hepatitis.B 0.00000000 0.00000000 0.00000000
## Polio 0.00000000 0.00000000 0.00000000
## Diphtheria 0.00000000 0.00000000 0.00000000
## Adult.Mortality -0.01394833 -0.01483558 -0.01564447
## under.five.deaths 0.00000000 0.00000000 0.00000000
## HIV.AIDS -0.01867954 -0.06023126 -0.09808893
## percentage.expenditure 0.00000000 0.00000000 0.00000000
## GDP 0.00000000 0.00000000 0.00000000
## Income.composition.of.resources 11.92642398 12.96538664 13.91193669
## Alcohol 0.00000000 0.00000000 0.00000000
## Population 0.00000000 0.00000000 0.00000000
## BMI 0.00000000 0.00000000 0.00000000
## 2.7618 2.5165 2.2929
## (Intercept) 62.793564362 62.35498110 61.871364979
## Hepatitis.B 0.000000000 0.00000000 0.000000000
## Polio 0.000000000 0.00000000 0.000000000
## Diphtheria 0.000000000 0.00000000 0.001561939
## Adult.Mortality -0.016217427 -0.01671853 -0.017159443
## under.five.deaths 0.000000000 0.00000000 0.000000000
## HIV.AIDS -0.131423169 -0.16166201 -0.189076496
## percentage.expenditure 0.000000000 0.00000000 0.000000000
## GDP 0.000000000 0.00000000 0.000000000
## Income.composition.of.resources 14.525546962 15.05794425 15.475356294
## Alcohol 0.000000000 0.00000000 0.000000000
## Population 0.000000000 0.00000000 0.000000000
## BMI 0.006140176 0.01243862 0.018056060
## 2.0892 1.9036 1.7345
## (Intercept) 61.2000843867 60.528266099 59.917798299
## Hepatitis.B 0.0000000000 0.000000000 0.000000000
## Polio 0.0008303576 0.003927701 0.006711746
## Diphtheria 0.0061825613 0.008985667 0.011567256
## Adult.Mortality -0.0174978161 -0.017783373 -0.018046510
## under.five.deaths 0.0000000000 0.000000000 0.000000000
## HIV.AIDS -0.2137581347 -0.236250082 -0.256743240
## percentage.expenditure 0.0000000000 0.000000000 0.000000000
## GDP 0.0000000000 0.000000000 0.000000000
## Income.composition.of.resources 15.7003755319 15.879464262 16.042248774
## Alcohol 0.0000000000 0.000000000 0.000000000
## Population 0.0000000000 0.000000000 0.000000000
## BMI 0.0228113671 0.027026072 0.030864920
## 1.5804 1.44 1.3121
## (Intercept) 5.938407e+01 5.892681e+01 58.5125300123
## Hepatitis.B 0.000000e+00 0.000000e+00 0.0000000000
## Polio 9.195198e-03 1.143885e-02 0.0134652559
## Diphtheria 1.396738e-02 1.617610e-02 0.0182046599
## Adult.Mortality -1.826069e-02 -1.839233e-02 -0.0185177962
## under.five.deaths 0.000000e+00 0.000000e+00 0.0000000000
## HIV.AIDS -2.756891e-01 -2.934318e-01 -0.3095935046
## percentage.expenditure 0.000000e+00 0.000000e+00 0.0000000000
## GDP 2.546966e-06 9.025348e-06 0.0000149664
## Income.composition.of.resources 1.612916e+01 1.611149e+01 16.0934782012
## Alcohol 0.000000e+00 0.000000e+00 0.0000000000
## Population 0.000000e+00 0.000000e+00 0.0000000000
## BMI 3.423690e-02 3.713247e-02 0.0397611006
## 1.1955 1.0893 0.9926
## (Intercept) 5.813447e+01 5.781288e+01 5.752485e+01
## Hepatitis.B 0.000000e+00 0.000000e+00 0.000000e+00
## Polio 1.530982e-02 1.692920e-02 1.838369e-02
## Diphtheria 2.003886e-02 2.172467e-02 2.324480e-02
## Adult.Mortality -1.862941e-02 -1.875059e-02 -1.886131e-02
## under.five.deaths 0.000000e+00 0.000000e+00 0.000000e+00
## HIV.AIDS -3.243266e-01 -3.384854e-01 -3.516078e-01
## percentage.expenditure 0.000000e+00 0.000000e+00 0.000000e+00
## GDP 2.036671e-05 2.469797e-05 2.849556e-05
## Income.composition.of.resources 1.607948e+01 1.598024e+01 1.587089e+01
## Alcohol 0.000000e+00 1.205461e-02 2.620729e-02
## Population 0.000000e+00 0.000000e+00 0.000000e+00
## BMI 4.215730e-02 4.404036e-02 4.567380e-02
## 0.9044 0.824 0.7508
## (Intercept) 5.726254e+01 5.702354e+01 5.680576e+01
## Hepatitis.B 0.000000e+00 0.000000e+00 0.000000e+00
## Polio 1.969947e-02 2.089833e-02 2.199070e-02
## Diphtheria 2.463291e-02 2.589772e-02 2.705016e-02
## Adult.Mortality -1.896206e-02 -1.905386e-02 -1.913751e-02
## under.five.deaths 0.000000e+00 0.000000e+00 0.000000e+00
## HIV.AIDS -3.635599e-01 -3.744503e-01 -3.843732e-01
## percentage.expenditure 0.000000e+00 0.000000e+00 0.000000e+00
## GDP 3.194845e-05 3.509462e-05 3.796129e-05
## Income.composition.of.resources 1.577186e+01 1.568163e+01 1.559941e+01
## Alcohol 3.910725e-02 5.086120e-02 6.157097e-02
## Population 0.000000e+00 0.000000e+00 0.000000e+00
## BMI 4.716277e-02 4.851946e-02 4.975563e-02
## 0.6841 0.6234 0.568
## (Intercept) 56.6073372934 5.645779e+01 5.634086e+01
## Hepatitis.B 0.0000000000 0.000000e+00 0.000000e+00
## Polio 0.0229860171 2.379458e-02 2.453619e-02
## Diphtheria 0.0281002303 2.902195e-02 2.968728e-02
## Adult.Mortality -0.0192137224 -1.929706e-02 -1.935735e-02
## under.five.deaths 0.0000000000 -1.340164e-04 -3.795519e-04
## HIV.AIDS -0.3934145112 -4.017359e-01 -4.095091e-01
## percentage.expenditure 0.0000000000 0.000000e+00 0.000000e+00
## GDP 0.0000405733 4.296209e-05 4.498806e-05
## Income.composition.of.resources 15.5244946965 1.545004e+01 1.538935e+01
## Alcohol 0.0713293071 8.017846e-02 8.834170e-02
## Population 0.0000000000 0.000000e+00 0.000000e+00
## BMI 0.0508819771 5.169340e-02 5.226560e-02
## 0.5175 0.4715 0.4297
## (Intercept) 5.623802e+01 5.614429e+01 5.605915e+01
## Hepatitis.B 0.000000e+00 0.000000e+00 0.000000e+00
## Polio 2.518501e-02 2.577613e-02 2.631682e-02
## Diphtheria 3.034704e-02 3.094812e-02 3.150458e-02
## Adult.Mortality -1.942375e-02 -1.948415e-02 -1.954083e-02
## under.five.deaths -6.047442e-04 -8.099033e-04 -9.969554e-04
## HIV.AIDS -4.165491e-01 -4.229637e-01 -4.288026e-01
## percentage.expenditure 0.000000e+00 0.000000e+00 1.119594e-07
## GDP 4.690121e-05 4.864333e-05 5.022875e-05
## Income.composition.of.resources 1.532829e+01 1.527268e+01 1.522072e+01
## Alcohol 9.571601e-02 1.024357e-01 1.085394e-01
## Population 0.000000e+00 0.000000e+00 0.000000e+00
## BMI 5.277193e-02 5.323365e-02 5.365286e-02
## 0.3915 0.3567 0.325
## (Intercept) 5.597826e+01 5.590539e+01 5.583825e+01
## Hepatitis.B 0.000000e+00 0.000000e+00 0.000000e+00
## Polio 2.682636e-02 2.727716e-02 2.770491e-02
## Diphtheria 3.200655e-02 3.246301e-02 3.288805e-02
## Adult.Mortality -1.958980e-02 -1.963534e-02 -1.967741e-02
## under.five.deaths -1.167286e-03 -1.323071e-03 -1.464530e-03
## HIV.AIDS -4.341419e-01 -4.390101e-01 -4.434375e-01
## percentage.expenditure 1.322985e-05 2.545688e-05 3.688165e-05
## GDP 4.987928e-05 4.952912e-05 4.917693e-05
## Income.composition.of.resources 1.518045e+01 1.514496e+01 1.511039e+01
## Alcohol 1.138084e-01 1.186122e-01 1.229568e-01
## Population 0.000000e+00 0.000000e+00 0.000000e+00
## BMI 5.407518e-02 5.445460e-02 5.480577e-02
## 0.2961 0.2698 0.2459
## (Intercept) 5.577706e+01 5.572131e+01 5.567051e+01
## Hepatitis.B 0.000000e+00 0.000000e+00 0.000000e+00
## Polio 2.809392e-02 2.844841e-02 2.877142e-02
## Diphtheria 3.327559e-02 3.362875e-02 3.395053e-02
## Adult.Mortality -1.971569e-02 -1.975057e-02 -1.978236e-02
## under.five.deaths -1.593426e-03 -1.710872e-03 -1.817885e-03
## HIV.AIDS -4.474719e-01 -4.511479e-01 -4.544974e-01
## percentage.expenditure 4.735595e-05 5.692272e-05 6.564751e-05
## GDP 4.884713e-05 4.854349e-05 4.826575e-05
## Income.composition.of.resources 1.507898e+01 1.505037e+01 1.502430e+01
## Alcohol 1.269140e-01 1.305190e-01 1.338036e-01
## Population 0.000000e+00 0.000000e+00 0.000000e+00
## BMI 5.512591e-02 5.541767e-02 5.568354e-02
## 0.224 0.2041 0.186
## (Intercept) 5.562422e+01 5.558204e+01 5.554361e+01
## Hepatitis.B 0.000000e+00 0.000000e+00 0.000000e+00
## Polio 2.906574e-02 2.933391e-02 2.957826e-02
## Diphtheria 3.424374e-02 3.451090e-02 3.475433e-02
## Adult.Mortality -1.981132e-02 -1.983771e-02 -1.986175e-02
## under.five.deaths -1.915391e-03 -2.004235e-03 -2.085187e-03
## HIV.AIDS -4.575493e-01 -4.603301e-01 -4.628639e-01
## percentage.expenditure 7.359994e-05 8.084684e-05 8.745027e-05
## GDP 4.801231e-05 4.778125e-05 4.757068e-05
## Income.composition.of.resources 1.500055e+01 1.497891e+01 1.495919e+01
## Alcohol 1.367963e-01 1.395231e-01 1.420076e-01
## Population 0.000000e+00 0.000000e+00 0.000000e+00
## BMI 5.592579e-02 5.614652e-02 5.634764e-02
## 0.1695 0.1544 0.1407
## (Intercept) 5.550859e+01 5.547669e+01 5.544761e+01
## Hepatitis.B 0.000000e+00 0.000000e+00 0.000000e+00
## Polio 2.980091e-02 3.000377e-02 3.018862e-02
## Diphtheria 3.497613e-02 3.517822e-02 3.536237e-02
## Adult.Mortality -1.988366e-02 -1.990362e-02 -1.992181e-02
## under.five.deaths -2.158947e-03 -2.226154e-03 -2.287390e-03
## HIV.AIDS -4.651726e-01 -4.672761e-01 -4.691928e-01
## percentage.expenditure 9.346718e-05 9.894960e-05 1.039450e-04
## GDP 4.737880e-05 4.720396e-05 4.704465e-05
## Income.composition.of.resources 1.494123e+01 1.492486e+01 1.490994e+01
## Alcohol 1.442714e-01 1.463342e-01 1.482136e-01
## Population 0.000000e+00 0.000000e+00 0.000000e+00
## BMI 5.653090e-02 5.669788e-02 5.685002e-02
## 0.1282 0.1168 0.1064
## (Intercept) 55.4211250082 5.539808e+01 5.537595e+01
## Hepatitis.B 0.0000000000 0.000000e+00 0.000000e+00
## Polio 0.0303570395 3.049785e-02 3.063977e-02
## Diphtheria 0.0355301506 3.568119e-02 3.581999e-02
## Adult.Mortality -0.0199383795 -1.995525e-02 -1.996878e-02
## under.five.deaths -0.0023431871 -2.394725e-03 -2.440956e-03
## HIV.AIDS -0.4709392555 -4.725281e-01 -4.739780e-01
## percentage.expenditure 0.0001084966 1.125951e-04 1.163405e-04
## GDP 0.0000468995 4.677963e-05 4.666217e-05
## Income.composition.of.resources 14.8963516238 1.488497e+01 1.487357e+01
## Alcohol 0.1499261215 1.514988e-01 1.529209e-01
## Population 0.0000000000 0.000000e+00 0.000000e+00
## BMI 0.0569886504 5.710685e-02 5.722287e-02
## 0.097 0.0884 0.0805
## (Intercept) 5.535583e+01 5.534053e+01 5.532946e+01
## Hepatitis.B 0.000000e+00 0.000000e+00 0.000000e+00
## Polio 3.076811e-02 3.089254e-02 3.098055e-02
## Diphtheria 3.594711e-02 3.605814e-02 3.613134e-02
## Adult.Mortality -1.998118e-02 -1.999268e-02 -2.000292e-02
## under.five.deaths -2.483111e-03 -2.568755e-03 -2.662398e-03
## HIV.AIDS -4.752993e-01 -4.764472e-01 -4.775025e-01
## percentage.expenditure 1.197784e-04 1.232981e-04 1.261113e-04
## GDP 4.655276e-05 4.641252e-05 4.633994e-05
## Income.composition.of.resources 1.486320e+01 1.484689e+01 1.483473e+01
## Alcohol 1.542155e-01 1.554144e-01 1.565800e-01
## Population 0.000000e+00 2.566613e-10 5.590453e-10
## BMI 5.732833e-02 5.741760e-02 5.747821e-02
## 0.0734 0.0668 0.0609
## (Intercept) 5.531842e+01 5.530839e+01 5.529926e+01
## Hepatitis.B 0.000000e+00 0.000000e+00 0.000000e+00
## Polio 3.107638e-02 3.116272e-02 3.124139e-02
## Diphtheria 3.619939e-02 3.626190e-02 3.631884e-02
## Adult.Mortality -2.001106e-02 -2.001853e-02 -2.002532e-02
## under.five.deaths -2.747240e-03 -2.824592e-03 -2.895071e-03
## HIV.AIDS -4.784681e-01 -4.793481e-01 -4.801500e-01
## percentage.expenditure 1.287144e-04 1.310968e-04 1.332690e-04
## GDP 4.626866e-05 4.620310e-05 4.614310e-05
## Income.composition.of.resources 1.482236e+01 1.481112e+01 1.480087e+01
## Alcohol 1.576268e-01 1.585801e-01 1.594486e-01
## Population 8.344971e-10 1.085535e-09 1.314268e-09
## BMI 5.753932e-02 5.759472e-02 5.764523e-02
## 0.0555 0.0506 0.0461
## (Intercept) 5.529094e+01 5.528336e+01 5.527645e+01
## Hepatitis.B 0.000000e+00 0.000000e+00 0.000000e+00
## Polio 3.131307e-02 3.137839e-02 3.143790e-02
## Diphtheria 3.637073e-02 3.641801e-02 3.646109e-02
## Adult.Mortality -2.003151e-02 -2.003715e-02 -2.004229e-02
## under.five.deaths -2.959289e-03 -3.017801e-03 -3.071116e-03
## HIV.AIDS -4.808806e-01 -4.815463e-01 -4.821529e-01
## percentage.expenditure 1.352492e-04 1.370539e-04 1.386984e-04
## GDP 4.608830e-05 4.603833e-05 4.599277e-05
## Income.composition.of.resources 1.479154e+01 1.478304e+01 1.477529e+01
## Alcohol 1.602400e-01 1.609611e-01 1.616181e-01
## Population 1.522682e-09 1.712580e-09 1.885609e-09
## BMI 5.769125e-02 5.773318e-02 5.777139e-02
## 0.042 0.0382 0.0349
## (Intercept) 5.527015e+01 5.526442e+01 5.525913e+01
## Hepatitis.B 0.000000e+00 0.000000e+00 1.203998e-05
## Polio 3.149213e-02 3.154154e-02 3.157932e-02
## Diphtheria 3.650034e-02 3.653611e-02 3.656502e-02
## Adult.Mortality -2.004697e-02 -2.005124e-02 -2.005519e-02
## under.five.deaths -3.119694e-03 -3.163957e-03 -3.204112e-03
## HIV.AIDS -4.827056e-01 -4.832092e-01 -4.836669e-01
## percentage.expenditure 1.401969e-04 1.415622e-04 1.428219e-04
## GDP 4.595125e-05 4.591341e-05 4.587874e-05
## Income.composition.of.resources 1.476823e+01 1.476180e+01 1.475596e+01
## Alcohol 1.622167e-01 1.627621e-01 1.632618e-01
## Population 2.043266e-09 2.186917e-09 2.317949e-09
## BMI 5.780621e-02 5.783793e-02 5.786652e-02
## 0.0318 0.0289 0.0264
## (Intercept) 5.525303e+01 5.524777e+01 5.524295e+01
## Hepatitis.B 8.371508e-05 1.441677e-04 1.993493e-04
## Polio 3.161077e-02 3.163643e-02 3.165938e-02
## Diphtheria 3.655515e-02 3.654858e-02 3.654274e-02
## Adult.Mortality -2.006024e-02 -2.006353e-02 -2.006641e-02
## under.five.deaths -3.238169e-03 -3.270812e-03 -3.300587e-03
## HIV.AIDS -4.840565e-01 -4.844300e-01 -4.847711e-01
## percentage.expenditure 1.440212e-04 1.451630e-04 1.462097e-04
## GDP 4.584261e-05 4.580720e-05 4.577410e-05
## Income.composition.of.resources 1.475057e+01 1.474551e+01 1.474093e+01
## Alcohol 1.637309e-01 1.641585e-01 1.645479e-01
## Population 2.435569e-09 2.545184e-09 2.645119e-09
## BMI 5.788913e-02 5.791096e-02 5.793097e-02
## 0.024 0.0219 0.0199
## (Intercept) 5.523856e+01 5.523456e+01 5.523091e+01
## Hepatitis.B 2.496932e-04 2.955774e-04 3.373908e-04
## Polio 3.168029e-02 3.169936e-02 3.171673e-02
## Diphtheria 3.653739e-02 3.653251e-02 3.652806e-02
## Adult.Mortality -2.006903e-02 -2.007142e-02 -2.007360e-02
## under.five.deaths -3.327716e-03 -3.352434e-03 -3.374956e-03
## HIV.AIDS -4.850819e-01 -4.853651e-01 -4.856231e-01
## percentage.expenditure 1.471669e-04 1.480410e-04 1.488385e-04
## GDP 4.574344e-05 4.571525e-05 4.568943e-05
## Income.composition.of.resources 1.473675e+01 1.473295e+01 1.472949e+01
## Alcohol 1.649026e-01 1.652258e-01 1.655202e-01
## Population 2.736176e-09 2.819144e-09 2.894741e-09
## BMI 5.794923e-02 5.796586e-02 5.798103e-02
## 0.0182 0.0166 0.0151
## (Intercept) 5.522759e+01 5.522456e+01 5.522181e+01
## Hepatitis.B 3.754927e-04 4.102115e-04 4.418468e-04
## Polio 3.173256e-02 3.174698e-02 3.176013e-02
## Diphtheria 3.652400e-02 3.652030e-02 3.651693e-02
## Adult.Mortality -2.007559e-02 -2.007739e-02 -2.007904e-02
## under.five.deaths -3.395477e-03 -3.414176e-03 -3.431213e-03
## HIV.AIDS -4.858582e-01 -4.860724e-01 -4.862676e-01
## percentage.expenditure 1.495657e-04 1.502285e-04 1.508327e-04
## GDP 4.566582e-05 4.564428e-05 4.562462e-05
## Income.composition.of.resources 1.472633e+01 1.472346e+01 1.472084e+01
## Alcohol 1.657884e-01 1.660328e-01 1.662555e-01
## Population 2.963623e-09 3.026385e-09 3.083572e-09
## BMI 5.799484e-02 5.800743e-02 5.801890e-02
## 0.0137 0.0125 0.0114
## (Intercept) 5.521929e+01 5.521700e+01 5.521492e+01
## Hepatitis.B 4.706722e-04 4.969371e-04 5.208689e-04
## Polio 3.177210e-02 3.178301e-02 3.179296e-02
## Diphtheria 3.651386e-02 3.651107e-02 3.650852e-02
## Adult.Mortality -2.008054e-02 -2.008191e-02 -2.008315e-02
## under.five.deaths -3.446737e-03 -3.460881e-03 -3.473769e-03
## HIV.AIDS -4.864454e-01 -4.866075e-01 -4.867551e-01
## percentage.expenditure 1.513832e-04 1.518849e-04 1.523420e-04
## GDP 4.560671e-05 4.559037e-05 4.557549e-05
## Income.composition.of.resources 1.471845e+01 1.471628e+01 1.471430e+01
## Alcohol 1.664584e-01 1.666433e-01 1.668118e-01
## Population 3.135679e-09 3.183157e-09 3.226416e-09
## BMI 5.802936e-02 5.803888e-02 5.804756e-02
## 0.0104 0.0095 0.0086
## (Intercept) 5.521264e+01 5.521099e+01 5.520946e+01
## Hepatitis.B 5.443420e-04 5.631003e-04 5.809769e-04
## Polio 3.180474e-02 3.181239e-02 3.181935e-02
## Diphtheria 3.650769e-02 3.650641e-02 3.650456e-02
## Adult.Mortality -2.008543e-02 -2.008659e-02 -2.008745e-02
## under.five.deaths -3.483821e-03 -3.494537e-03 -3.504427e-03
## HIV.AIDS -4.868744e-01 -4.869962e-01 -4.871092e-01
## percentage.expenditure 1.527312e-04 1.531026e-04 1.534472e-04
## GDP 4.556374e-05 4.555203e-05 4.554108e-05
## Income.composition.of.resources 1.471267e+01 1.471102e+01 1.470951e+01
## Alcohol 1.669592e-01 1.670996e-01 1.672277e-01
## Population 3.263167e-09 3.299048e-09 3.331988e-09
## BMI 5.805416e-02 5.806135e-02 5.806803e-02
## 0.0079 0.0072 0.0065
## (Intercept) 5.520805e+01 5.520676e+01 5.520558e+01
## Hepatitis.B 5.974536e-04 6.124702e-04 6.261403e-04
## Polio 3.182594e-02 3.183204e-02 3.183763e-02
## Diphtheria 3.650264e-02 3.650084e-02 3.649920e-02
## Adult.Mortality -2.008821e-02 -2.008889e-02 -2.008952e-02
## under.five.deaths -3.513446e-03 -3.521664e-03 -3.529152e-03
## HIV.AIDS -4.872122e-01 -4.873062e-01 -4.873917e-01
## percentage.expenditure 1.537630e-04 1.540517e-04 1.543153e-04
## GDP 4.553091e-05 4.552153e-05 4.551290e-05
## Income.composition.of.resources 1.470813e+01 1.470687e+01 1.470572e+01
## Alcohol 1.673444e-01 1.674506e-01 1.675474e-01
## Population 3.362024e-09 3.389393e-09 3.414331e-09
## BMI 5.807412e-02 5.807967e-02 5.808472e-02
## 0.006 0.0054 0.0049
## (Intercept) 5.520345e+01 5.520355e+01 5.520180e+01
## Hepatitis.B 6.486724e-04 6.490704e-04 6.680068e-04
## Polio 3.184678e-02 3.184744e-02 3.185460e-02
## Diphtheria 3.649861e-02 3.649737e-02 3.649653e-02
## Adult.Mortality -2.009175e-02 -2.009095e-02 -2.009260e-02
## under.five.deaths -3.532452e-03 -3.541894e-03 -3.544851e-03
## HIV.AIDS -4.874494e-01 -4.875370e-01 -4.875874e-01
## percentage.expenditure 1.545270e-04 1.547622e-04 1.549435e-04
## GDP 4.550739e-05 4.549863e-05 4.549381e-05
## Income.composition.of.resources 1.470497e+01 1.470376e+01 1.470311e+01
## Alcohol 1.676187e-01 1.677154e-01 1.677751e-01
## Population 3.431849e-09 3.457228e-09 3.472135e-09
## BMI 5.808732e-02 5.809325e-02 5.809560e-02
## 0.0045 0.0041 0.0037
## (Intercept) 5.520089e+01 5.520024e+01 5.519967e+01
## Hepatitis.B 6.774846e-04 6.848276e-04 6.916145e-04
## Polio 3.185936e-02 3.186265e-02 3.186531e-02
## Diphtheria 3.649607e-02 3.649555e-02 3.649486e-02
## Adult.Mortality -2.009345e-02 -2.009392e-02 -2.009421e-02
## under.five.deaths -3.549473e-03 -3.554258e-03 -3.558786e-03
## HIV.AIDS -4.876406e-01 -4.876937e-01 -4.877438e-01
## percentage.expenditure 1.551141e-04 1.552743e-04 1.554242e-04
## GDP 4.548859e-05 4.548346e-05 4.547861e-05
## Income.composition.of.resources 1.470238e+01 1.470166e+01 1.470099e+01
## Alcohol 1.678402e-01 1.679020e-01 1.679587e-01
## Population 3.488448e-09 3.504177e-09 3.518789e-09
## BMI 5.809862e-02 5.810178e-02 5.810481e-02
## 0.0034 0.0031 0.0028
## (Intercept) 5.519914e+01 5.519865e+01 5.519820e+01
## Hepatitis.B 6.980285e-04 7.040152e-04 7.095341e-04
## Polio 3.186770e-02 3.186993e-02 3.187204e-02
## Diphtheria 3.649402e-02 3.649312e-02 3.649223e-02
## Adult.Mortality -2.009440e-02 -2.009455e-02 -2.009468e-02
## under.five.deaths -3.562960e-03 -3.566776e-03 -3.570255e-03
## HIV.AIDS -4.877902e-01 -4.878327e-01 -4.878715e-01
## percentage.expenditure 1.555630e-04 1.556906e-04 1.558075e-04
## GDP 4.547408e-05 4.546987e-05 4.546597e-05
## Income.composition.of.resources 1.470036e+01 1.469980e+01 1.469928e+01
## Alcohol 1.680104e-01 1.680575e-01 1.681004e-01
## Population 3.532193e-09 3.544433e-09 3.555595e-09
## BMI 5.810762e-02 5.811019e-02 5.811253e-02
## 0.0026 0.0023 0.0021
## (Intercept) 5.519779e+01 5.519741e+01 5.519706e+01
## Hepatitis.B 7.145843e-04 7.191891e-04 7.233821e-04
## Polio 3.187402e-02 3.187585e-02 3.187753e-02
## Diphtheria 3.649138e-02 3.649058e-02 3.648985e-02
## Adult.Mortality -2.009479e-02 -2.009489e-02 -2.009499e-02
## under.five.deaths -3.573426e-03 -3.576316e-03 -3.578949e-03
## HIV.AIDS -4.879068e-01 -4.879390e-01 -4.879684e-01
## percentage.expenditure 1.559145e-04 1.560123e-04 1.561017e-04
## GDP 4.546236e-05 4.545902e-05 4.545595e-05
## Income.composition.of.resources 1.469881e+01 1.469838e+01 1.469799e+01
## Alcohol 1.681395e-01 1.681751e-01 1.682075e-01
## Population 3.565767e-09 3.575036e-09 3.583482e-09
## BMI 5.811467e-02 5.811661e-02 5.811838e-02
## 0.0019 0.0018 0.0016
## (Intercept) 5.519675e+01 5.519646e+01 5.519620e+01
## Hepatitis.B 7.271993e-04 7.306750e-04 7.338407e-04
## Polio 3.187907e-02 3.188048e-02 3.188176e-02
## Diphtheria 3.648919e-02 3.648858e-02 3.648803e-02
## Adult.Mortality -2.009507e-02 -2.009515e-02 -2.009522e-02
## under.five.deaths -3.581348e-03 -3.583534e-03 -3.585526e-03
## HIV.AIDS -4.879952e-01 -4.880195e-01 -4.880417e-01
## percentage.expenditure 1.561834e-04 1.562580e-04 1.563260e-04
## GDP 4.545313e-05 4.545053e-05 4.544814e-05
## Income.composition.of.resources 1.469763e+01 1.469730e+01 1.469701e+01
## Alcohol 1.682370e-01 1.682639e-01 1.682884e-01
## Population 3.591178e-09 3.598190e-09 3.604580e-09
## BMI 5.812000e-02 5.812147e-02 5.812281e-02
## 0.0015 0.0013 0.0012
## (Intercept) 5.519596e+01 5.519574e+01 5.519554e+01
## Hepatitis.B 7.367247e-04 7.393525e-04 7.417471e-04
## Polio 3.188293e-02 3.188400e-02 3.188497e-02
## Diphtheria 3.648753e-02 3.648707e-02 3.648665e-02
## Adult.Mortality -2.009528e-02 -2.009534e-02 -2.009539e-02
## under.five.deaths -3.587341e-03 -3.588994e-03 -3.590501e-03
## HIV.AIDS -4.880620e-01 -4.880804e-01 -4.880972e-01
## percentage.expenditure 1.563882e-04 1.564449e-04 1.564966e-04
## GDP 4.544595e-05 4.544394e-05 4.544211e-05
## Income.composition.of.resources 1.469674e+01 1.469649e+01 1.469627e+01
## Alcohol 1.683107e-01 1.683311e-01 1.683496e-01
## Population 3.610401e-09 3.615706e-09 3.620539e-09
## BMI 5.812403e-02 5.812514e-02 5.812616e-02
## 0.0011 0.001 9e-04
## (Intercept) 5.519536e+01 5.519520e+01 5.519505e+01
## Hepatitis.B 7.439292e-04 7.459178e-04 7.477299e-04
## Polio 3.188585e-02 3.188666e-02 3.188739e-02
## Diphtheria 3.648627e-02 3.648593e-02 3.648561e-02
## Adult.Mortality -2.009544e-02 -2.009548e-02 -2.009552e-02
## under.five.deaths -3.591874e-03 -3.593125e-03 -3.594265e-03
## HIV.AIDS -4.881125e-01 -4.881265e-01 -4.881392e-01
## percentage.expenditure 1.565439e-04 1.565869e-04 1.566262e-04
## GDP 4.544042e-05 4.543888e-05 4.543748e-05
## Income.composition.of.resources 1.469606e+01 1.469588e+01 1.469571e+01
## Alcohol 1.683665e-01 1.683819e-01 1.683959e-01
## Population 3.624943e-09 3.628956e-09 3.632612e-09
## BMI 5.812708e-02 5.812792e-02 5.812869e-02
## 8e-04 8e-04 7e-04
## (Intercept) 5.519491e+01 5.519479e+01 5.519468e+01
## Hepatitis.B 7.493813e-04 7.508861e-04 7.522574e-04
## Polio 3.188806e-02 3.188867e-02 3.188923e-02
## Diphtheria 3.648533e-02 3.648506e-02 3.648483e-02
## Adult.Mortality -2.009556e-02 -2.009559e-02 -2.009562e-02
## under.five.deaths -3.595303e-03 -3.596250e-03 -3.597112e-03
## HIV.AIDS -4.881508e-01 -4.881613e-01 -4.881709e-01
## percentage.expenditure 1.566620e-04 1.566946e-04 1.567244e-04
## GDP 4.543619e-05 4.543501e-05 4.543394e-05
## Income.composition.of.resources 1.469555e+01 1.469541e+01 1.469529e+01
## Alcohol 1.684086e-01 1.684203e-01 1.684309e-01
## Population 3.635943e-09 3.638979e-09 3.641745e-09
## BMI 5.812939e-02 5.813003e-02 5.813061e-02
#Find best lambda and coefficients
set.seed(123)
cv_fit <- cv.grpreg(X, y, groups = group_indices, penalty = "grLasso")
best_lambda <- cv_fit$lambda.min
best_coef <- coef(cv_fit, s = best_lambda)
best_lambda
## [1] 0.01508596
best_coef
## (Intercept) Hepatitis.B
## 5.522181e+01 4.418468e-04
## Polio Diphtheria
## 3.176013e-02 3.651693e-02
## Adult.Mortality under.five.deaths
## -2.007904e-02 -3.431213e-03
## HIV.AIDS percentage.expenditure
## -4.862676e-01 1.508327e-04
## GDP Income.composition.of.resources
## 4.562462e-05 1.472084e+01
## Alcohol Population
## 1.662555e-01 3.083572e-09
## BMI
## 5.801890e-02